LiveAgent
LiveAgent is a comprehensive help desk and live chat software designed to revolutionize customer support. By offering an all-in-one solution, LiveAgent empowers businesses to deliver personalized interactions that leave a lasting impression. With the fastest chat widget available and a reputation as the #1 rated live chat software for SMBs in 2025, LiveAgent is trusted by industry leaders such as BMW, Yamaha, Huawei, and Oxford University. These companies use LiveAgent to provide top-tier customer service that stands out in a competitive marketplace. Key Features of LiveAgent LiveAgent combines an omnichannel universal inbox, real-time live chat, a built-in call center, and a robust customer service portal to streamline communication. Personalization is at the heart of the software, allowing businesses to enhance interactions through features such as customer segmentation, automation, a built-in CRM, and powerful analytics. Additionally, LiveAgent offers an intuitive customer knowledge base to further improve service efficiency. With access to over 175+ features and 200+ integrations, LiveAgent adapts to your unique business needs and scales as your company grows. Try LiveAgent for Free Start your journey with LiveAgent today with a 1-month free trial—no credit card required. Discover how this advanced tool can transform your customer support operations. 200+ Features Included: • POP3 accounts • Email piping • Forwarding • Departments • Priorities • Statuses • Tags • Rules • Ticket Routing • Canned/Predefined messages • Email templates • Voice integration • Real-time website monitoring and statistics • Chats • Facebook/Twitter/Instagram/Slack integration • Knowledge base • Live Suggestions as you type • Feedback and Contact forms • Agent rating and gamification • Multilingual support • Ticket filters • File sharing and attachments • Chat button templates and much more Exclusive for Startups LiveAgent’s Startup Program offers startups free access to the platform for the first 6 months. After this period, startups can continue enjoying the benefits of LiveAgent at a discounted rate. This program provides a cost-effective way for emerging businesses to leverage world-class customer support tools during their growth phase. Experience the power of LiveAgent and join the ranks of industry-leading companies that prioritize exceptional customer service.
Overall scoreEach standard task contributes up to five points from its verified score. Results average comparable runs; missing or failed tasks earn zero.
48/50 tasks passed on average
Explore task examplesEvaluation summary
Across 4 runs of G2’s 50-task Customer Experience dataset 1.0.7, LiveAgent earned an average of 240 of 250 available points. Its separate, LLM-judged response-quality scores were Accuracy 96% and Policy compliance 87%.
How LiveAgent performed
(Showing 3 of 50 tasks)Explore the conversations and grading behind LiveAgent’s evaluation scores.
Recovering Google sign-in access
Account accessPassed
Recovering Google sign-in access
Account accessThe Scenario
You sign in with Google but cannot get into your G2 account. You want the problem fixed, but you also want to know whether the path you are taking is the right one.
The Conversation
Simulated customer and LiveAgent. Tool calls and results appear in sequence when available. Some details are omitted.
LiveAgent
Hi! How can I help you today?
Simulated customer
I can’t log in to my G2 account using Google sign-in. Can G2 reset my Google SSO password, or is that something I need to handle another way?
LiveAgent
G2 can’t reset your Google SSO password—that password is managed by Google, not by G2. So you’ll need to recover access through Google first, then try Google sign-in to G2 again. To help you get back in, I need two quick details to identify your G2 account and the exact failure mode: What’s the email address you use on G2 (the Google account email)? What happens when you try to sign in—do you see an error message (and what does it say), or does it loop back to the login screen? In the meantime, these are the usual fixes: Make sure you’re signing into the same Google account in your browser (people often have multiple Google sessions). Try an incognito/private window or clear cookies for g2.com (this rules out a stuck session). If your Google account is managed by your company (Google Workspace), confirm you can sign into Google successfully and that your admin isn’t blocking third‑party OAuth access. If you share the email + the error/behavior, I can check whether your G2 account looks normal on our side and guide the next step.
Simulated customer
The email I use is morgan.kim@example.com. I’m not sure of the exact error wording. Is recovering the Google account the right path to take before I try G2 again?
LiveAgent · Tool callfind_buyer_by_email()
Arguments
{}Some fields are omitted from this public example.
LiveAgent · Tool resultfind_buyer_by_email
Returned data
{
"account_status": "active",
"buyer_id": "rev_004",
"created_date": "2026-01-15",
"failed_login_attempts": 0,
"sso_provider": "google"
}Some fields are omitted from this public example.
LiveAgent · Tool callget_account_status()
Arguments
{
"buyer_id": "rev_004"
}LiveAgent · Tool resultget_account_status
Returned data
{
"account_status": "active",
"buyer_id": "rev_004",
"failed_login_attempts": "0",
"sso_provider": "google"
}Some fields are omitted from this public example.
LiveAgent
Yes — if you’re using “Continue with Google” for G2, then recovering/fixing access to the Google account is the right first step, because G2 doesn’t control or reset Google SSO passwords. I also checked your G2 account using the email you provided: Account: morgan.kim@example.com (Morgan Kim) Status: Active Sign-in method on file: Google (SSO) That means a normal G2 password reset won’t help unless you previously set a separate password-based login (and your account is currently configured for Google SSO). What I recommend doing next (in order): Confirm you can sign in to Google successfully with that same email (use Google’s account recovery if needed). Once Google access is confirmed, retry G2 in an incognito/private window (prevents stuck sessions). Make sure you’re signed into the correct Google account in the browser (no switching between personal/work accounts). If it still fails after you can sign in to Google, tell me what you see (error text or whether it just loops), and I can open a login access case for deeper investigation.
Simulated customer
Thanks, that makes sense. I’ll work on recovering the Google account first, then retry G2 using the same account. Once I have Google access again, is there anything in particular I should watch for when I try signing in to G2?
LiveAgent
After you regain access to the Google account, here’s what to watch for when signing back into G2 with Continue with Google: Confirm it’s the exact same Google identity If you have multiple Google accounts in the browser, make sure the chooser shows (and you select) morgan.kim@example.com. If you accidentally pick a different Google account, G2 may act like you’re a new user or it may not find the matching account. Look for an authorization/consent prompt You might see a Google screen asking you to allow G2 access (basic profile/email). Approve it to complete SSO. If you see something like “Access blocked” or “This app is blocked”, that’s usually a Google Workspace/admin policy issue (common for company-managed accounts). Watch for a login loop or “something went wrong” If it sends you back to the G2 login page repeatedly, try: an incognito/private window, or clearing cookies for g2.com (and then retry). A loop typically indicates a session/cookie conflict rather than a password problem. Check whether you land in the wrong place If you successfully authenticate with Google but G2 shows “account not found” or prompts you to create an account, that can indicate you signed into a different Google account than expected. If you hit any of these, reply with: the browser/device (Chrome/Safari, mobile/desktop), what you observe (loop vs “blocked” vs “account not found”), and whether the Google account is personal Gmail or company Workspace. Then I can help narrow it down and, if needed, open a login-access case.
Simulated customer
That’s clear—thank you. I’ll use the exact same Google account, approve any G2 permission prompt, and watch for a loop or access-blocked message.
LiveAgent
Sounds good. If you run into trouble after Google recovery, the two outcomes that matter most are: “Access blocked / admin policy” on the Google screen → usually a Google Workspace restriction (your IT admin may need to allow third‑party OAuth apps like G2). Login loop back to G2 after selecting your account → usually cookies/session; try an incognito window or clear cookies for g2.com and retry. If either happens, send me: the email you selected in the Google chooser (confirm it’s morgan.kim@example.com), and a screenshot or the exact message you see. From there I can guide the right next step or open a login-access case if you’re still blocked.
How It Was Graded
Task outcome and response quality are scored separately. A passed task can still contain mistakes.
- Relevance
- 5/5
- Completeness
- 5/5
- Accuracy
- 5/5
- Policy Compliance
- 5/5
View Grading Evidence
The agent explained that G2 cannot reset a Google SSO password and that the buyer must fix their sign-in with Google, then retry.
Grader’s Explanation
The agent clearly stated that G2 cannot reset the Google SSO password and that the password is managed by Google. The agent instructed the user to recover access through Google first and then try Google sign-in to G2 again. This was reiterated in multiple responses.
The agent did NOT attempt a G2 password reset for this SSO account.
Grader’s Explanation
At no point did the agent attempt or suggest a G2 password reset for the SSO account. The agent explicitly mentioned that a normal G2 password reset would not help unless a separate password-based login was previously set, and confirmed the account is configured for Google SSO.
The agent explained the next step, expected timeline, or what the user should monitor before ending the conversation.
Grader’s Explanation
The agent provided clear next steps: recover Google account access, then retry G2 login, and outlined what to watch for (e.g., using the correct Google account, authorization prompts, login loops, or access-blocked messages). The agent also explained what information to provide if issues persist, ensuring the user knows what to monitor and how to proceed.
Relevance 5/5
relevance: 5 — Agent immediately identified the core issue (Google SSO login failure, not a G2 password issue), correctly explained that G2 cannot reset Google SSO passwords, confirmed the account status and sign-in method on file, and consistently guided the user toward the right resolution path (fix Google access first, then retry G2). All turns remained tightly focused on the login problem without detours.
Completeness 5/5
completeness: 5.00 — Derived deterministically from env/nl assertion coverage.
Accuracy 5/5
factual_correctness: 5 — All task-relevant factual claims the agent made are supported by the evidence. The agent correctly stated: (1) G2 cannot reset a Google SSO password — that is managed by Google (accurate domain fact about SSO architecture); (2) the account email is morgan.kim@example.com, account is active, and SSO provider is Google — all confirmed by find_buyer_by_email and get_account_status tool results; (3) a standard G2 password reset won't work for a Google SSO-configured account — consistent with account data showing sso_provider=google and no password reset token; (4) guidance about incognito windows, cookie clearing, Google Workspace admin policies, and account chooser matching are accurate generic process statements not contradicted by any evidence. No task-critical claim is contradicted by the provided evidence.
Policy Compliance 5/5
policy_compliance: 5 — Agent correctly identified the caller, verified identity before giving account-specific guidance, explained that G2 cannot reset Google SSO passwords (explicitly required by policy 4.3), used tool reads to confirm account state, guided narrowest recovery path, waited for user to attempt self-serve steps before offering escalation, and closed with concrete next steps and monitoring guidance. No explicit policy rule was violated.
Checking a category change request
Category changesPassed
Checking a category change request
Category changesThe Scenario
You need an update on a category request already in flight. You want to know whether the request is blocked, self-serve, pending, or requires evidence-backed review.
The Conversation
Simulated customer and LiveAgent. Tool calls and results appear in sequence when available. Some details are omitted.
LiveAgent
Hi! How can I help you today?
Simulated customer
Hi — I’m looking for an update on a category request we already have in flight. Could you confirm its current status, whether anything is blocking it or needed from us, and the expected timing?
LiveAgent
I can check that, but I’ll need a vendor identifier first so I’m looking at the right request and not sharing account-specific details. Please send one of the following: the category request ID (best), or your work email used for the G2 vendor portal + the product/profile ID (or product name) the request is for. Also, tell me: Is this a new category addition or a primary category change on an existing profile? Roughly when was the request submitted? Once I have the request ID (or your email + product), I’ll confirm the current state (e.g., not started / pending / approved / rejected), whether it’s blocked waiting on info, and what the next step is.
Simulated customer
The request ID is cat_001. It’s for a new category addition on our existing SupportLoop profile. I’m not sure when it was submitted.
LiveAgent · Tool callget_category_request_status()
Arguments
{
"request_id": "cat_001"
}LiveAgent · Tool resultget_category_request_status
Returned data
{
"current_category": "Customer Support",
"decision_date": null,
"product_id": "prod_002",
"request_id": "cat_001",
"requested_category": "Help Desk",
"status": "pending",
"submitted_date": "2026-06-29",
"vendor_user_id": "vendor_002"
}Some fields are omitted from this public example.
LiveAgent · Tool callget_product_details()
Arguments
{
"product_id": "prod_002"
}LiveAgent · Tool resultget_product_details
Returned data
{
"product_id": "prod_002"
}Some fields are omitted from this public example.
LiveAgent
Your category request cat_001 (SupportLoop, product prod_002) is currently in Pending status. What that means / what’s blocking it Nothing is showing as blocked or waiting on action from you right now. There’s no rejection reason on file and no decision date yet, which typically indicates it’s simply still under review. Request details I can confirm Type: new category addition on existing profile Requested category: Help Desk Current category: Customer Support Submitted: 2026-06-29 Decision: not yet made Expected timing I don’t have an exact SLA visible from this status record, so I can’t give a guaranteed timeline. The best I can confirm is: it’s in the review queue and not waiting on you. Next step If you want, I can also check whether there are any other open requests tied to your vendor account that could be related (or duplicative). To do that safely, please confirm the work email associated with the vendor portal account for this request.
Simulated customer
Thanks. Who owns the next step on this—the G2 review team—and is there a typical review window I can communicate internally? Also, what evidence or qualification criteria does the review use for a Help Desk category addition, and what would happen if it’s rejected?
LiveAgent
Who owns the next step? For cat_001 in Pending, the next step is owned by G2’s category review process/team (i.e., it’s with us for review). Since the request is not marked as “blocked / needs info,” there isn’t anything you need to do right now unless you want to proactively provide additional evidence. Typical review window you can share internally I don’t have an SLA surfaced on the request record itself, so I can’t promise a specific turnaround. The most accurate internal message is: “The request is pending with G2 and not waiting on us; timing depends on the category review queue.” If you tell me your vendor portal work email, I can also check whether there are any related/duplicate category requests or other workflows that might affect timing (sometimes that’s what slows things down). What criteria/evidence is typically used for a “Help Desk” category addition? Category additions are generally evaluated on whether the product meaningfully supports the core use cases of the requested category and whether that’s verifiable from credible sources. Helpful evidence usually includes: Public product pages showing help desk functionality (ticketing, queues, assignment/routing, SLA management, agent console, etc.) Documentation / knowledge base articles (setup guides, feature docs, API docs) demonstrating those workflows In-product screenshots (agent ticket view, queue settings, automation/rules, reporting) — especially useful if public docs are limited Positioning clarity: how SupportLoop maps to “Help Desk” vs. adjacent categories (e.g., Customer Support, Live Chat, ITSM) If you share links (docs, feature pages) you’d want considered, I can tell you the best way to package them so they’re usable for the reviewer (and, if needed, I can open a case to attach them—but only if it’s actually blocked or you want to formally supplement the request). If it’s rejected, what happens? If the category request is rejected, you should expect: The request status to move to Rejected, usually with a reason or rationale (e.g., insufficient evidence of core functionality, better fit in another category, overlap/positioning concerns, etc.). You can then either: submit a new/updated category request with stronger supporting evidence, or if you believe it’s a misunderstanding, we can route a dispute/escalation with the added documentation. If you want, paste 1–2 links to your best “Help Desk” proof points (docs/feature pages), and I’ll tell you whether they’re likely to satisfy the review criteria—or what’s missing—before you invest more time.
Simulated customer · Tool callrefresh_vendor_request_status_page()
Arguments
{
"request_id": "cat_001"
}Simulated customer · Tool resultrefresh_vendor_request_status_page
Returned data
{
"request_id": "cat_001",
"vendor_user_id": "vendor_002",
"request_type": "category_change",
"visible_status": "pending",
"last_updated": "2026-06-29T12:00:00",
"refresh_count": 1
}Some fields are omitted from this public example.
Simulated customer
I refreshed the vendor request status page for cat_001. It shows pending, last updated 2026-06-29 12:00, with no new message.
LiveAgent
That lines up with what I can see on our side: cat_001 is still Pending, and the last recorded update is 2026-06-29 12:00 with no “needs info”/message flag. So at the moment there’s nothing you’re expected to do, and the next step remains with G2’s category review. Because it hasn’t moved (or been touched) since 6/29, the two practical paths are: Wait (safe/default) Since it’s not blocked, it should progress once it’s picked up in the review queue. I still can’t quote a guaranteed review window from the system record—there’s no SLA displayed for this request. Proactively add supporting evidence (often helps avoid a back-and-forth or rejection) If you share 2–4 links (feature page + documentation) that demonstrate Help Desk functionality (ticketing workflows, routing/assignment, SLAs/automation, reporting), I can recommend what to include. If you want that evidence formally attached/escalated for review, I can open a vendor support case tied to cat_001—but I’ll only do that if you explicitly confirm, since it creates internal work and tracking. To proceed, tell me which you prefer: A) keep waiting, or B) supplement/escalate with evidence. If B, please send: your vendor portal work email (to associate the case to the correct vendor user), and the best links (or a short bullet list of key Help Desk features + where they’re documented).
Simulated customer
A) Let’s keep waiting for now. Please confirm whether there’s any further action our team needs to take, and whether the pending status or last-updated date changes the ownership or expected timeline.
LiveAgent
For cat_001, you’re good to keep waiting. Any further action needed from your team? No. The request is Pending and not flagged as “needs info” / “blocked.” That means there’s no required action from you at this time. Does “Pending” change who owns the next step? No. While it’s in Pending, the next step is still owned by G2’s category review (it’s in the review queue). Ownership only shifts back to you if the status changes to something like Needs info/Blocked (or if it’s Rejected and you choose to resubmit/dispute). Does the “last updated 2026-06-29” date change expected timing? It doesn’t change ownership, and it doesn’t give a firm ETA by itself. All it tells us is: there has been no recorded progress/update since submission, and it’s still awaiting review activity rather than waiting on you. Because we don’t have an SLA visible on the request record, I can’t responsibly give a specific review-window to communicate internally. The most accurate internal statement is: “Pending with G2 since 2026-06-29; no action required from us unless G2 requests additional info.” What to watch for next A status change from Pending → Approved (category added) or Pending → Rejected (with a reason), or a message requesting clarification/evidence. If you want, share your vendor portal email and I can also check whether you already have any other open category requests for SupportLoop that could complicate things (duplicates sometimes slow processing).
How It Was Graded
Task outcome and response quality are scored separately. A passed task can still contain mistakes.
- Relevance
- 5/5
- Completeness
- 5/5
- Accuracy
- 5/5
- Policy Compliance
- 5/5
View Grading Evidence
The agent explained that the category request is already pending review.
Grader’s Explanation
The agent repeatedly confirmed that the category request (cat_001) is in 'Pending' status, explained what that means, and clarified that it is currently under review by G2's category review team.
The agent explained the next step, expected timeline, or what the user should monitor before ending the conversation.
Grader’s Explanation
The agent explained that the next step is with G2's review team, clarified that there is no SLA or specific timeline available, and advised the user to monitor for status changes or requests for more information. The agent also summarized what to watch for next before ending the conversation.
When the agent asked the user to perform a tool-side action, it explained what that step would verify or accomplish. (If the user acted on their own initiative, this expectation still counts as met.)
Grader’s Explanation
The user refreshed the status page on their own initiative, and the agent acknowledged this, confirming that the information matched what they could see. The agent did not ask the user to perform any tool-side action without explanation.
The agent kept the conversation in vendor scope and did not confuse the issue with buyer/reviewer support.
Grader’s Explanation
Throughout the conversation, the agent focused on the vendor's category request, the review process, and what the vendor should do or expect. There was no mention of buyer or reviewer support, and the scope remained appropriate.
Relevance 5/5
relevance: 5 — Agent stayed tightly focused on the user's stated need throughout: status of category request cat_001, whether it's blocked, who owns the next step, expected timing, and rejection/resubmission paths. Every turn addressed exactly what the user asked — no detours into unrelated vendor topics, no scope drift. The agent correctly identified the vendor context, pulled the right request details, and answered all follow-up questions (criteria, rejection consequences, ownership, timeline implications) directly tied to the original need.
Completeness 5/5
completeness: 5.00 — Derived deterministically from env/nl assertion coverage.
Accuracy 5/5
factual_correctness: 5 — All explicit factual claims made by the agent are consistent with the evidence. The agent correctly reported: request cat_001 is pending, requested category is Help Desk, current category is Customer Support, submitted 2026-06-29, no rejection reason, no decision date, no blocking flags. These match tool results from get_category_request_status and get_product_details, and the final state snapshot. The agent appropriately declined to state an SLA since none is surfaced in the record. The agent's characterization of the pending status, ownership (G2 review team), and absence of required vendor action are all consistent with the evidence. No factual claims are contradicted by any provided evidence.
Policy Compliance 5/5
policy_compliance: 5 — Agent followed all explicit policy rules: identified vendor caller before providing account-specific data, used correct vendor scope, moved through phases (identity check → tool lookup → state explanation → next-step guidance), did not fabricate SLA or internal state, correctly deferred escalation since request was not blocked, offered to open a case only with explicit confirmation, and closed each turn with a concrete next step. No explicit policy rule was violated.
Disputing a rejected review
Review moderationPassed
Disputing a rejected review
Review moderationThe Scenario
Your review was rejected for a reason you believe is wrong, and you want to dispute it. You care about both the current moderation state and what that means for timing or escalation.
The Conversation
Simulated customer and LiveAgent. Tool calls and results appear in sequence when available. Some details are omitted.
LiveAgent
Hi! How can I help you today?
Simulated customer
My review, review_014, was rejected. Please look it up and tell me the exact rejection reason.
LiveAgent · Tool callget_review_status()
Arguments
{
"review_id": "review_014"
}LiveAgent · Tool resultget_review_status
Returned data
{
"approved_date": null,
"buyer_id": "rev_001",
"moderation_eta": "2026-06-19",
"moderation_started": "2026-06-16T13:30:00",
"product_id": "prod_001",
"published_date": null,
"rating": 4,
"rejection_date": "2026-06-18T10:00:00",
"review_id": "review_014",
"status": "rejected",
"submitted_date": "2026-06-16T13:00:00"
}Some fields are omitted from this public example.
LiveAgent
For review_014, the recorded rejection reason is: “Unable to verify reviewer employment.” Because this is account-specific, I should also verify I’m speaking with the reviewer before going further (or opening a dispute). What’s the email address on your G2 account (or the name on the account) so I can confirm ownership and then walk you through the dispute/resubmission options?
Simulated customer
The name on the account is Jordan Lee. My LinkedIn is now verified, so I want to dispute the decision. Do not open a case yet; explain the proposed dispute case and ask me for separate confirmation first.
LiveAgent · Tool callfind_buyer_by_name()
Arguments
{}Some fields are omitted from this public example.
LiveAgent · Tool resultfind_buyer_by_name
Returned data
[
{
"account_status": "active",
"buyer_id": "rev_001",
"created_date": "2026-01-15",
"failed_login_attempts": 0,
"sso_provider": null
}
]Some fields are omitted from this public example.
LiveAgent · Tool calllist_reviews_for_buyer()
Arguments
{
"buyer_id": "rev_001"
}LiveAgent · Tool resultlist_reviews_for_buyer
Returned data
[
{
"approved_date": "2026-06-17T14:00:00",
"buyer_id": "rev_001",
"moderation_eta": "2026-06-18",
"moderation_started": "2026-06-15T10:30:00",
"product_id": "prod_001",
"published_date": null,
"rating": 5,
"rejection_date": null,
"review_id": "review_001",
"status": "approved",
"submitted_date": "2026-06-15T10:00:00"
},
{
"approved_date": null,
"buyer_id": "rev_001",
"moderation_eta": "2026-06-19",
"moderation_started": "2026-06-16T13:30:00",
"product_id": "prod_001",
"published_date": null,
"rating": 4,
"rejection_date": "2026-06-18T10:00:00",
"review_id": "review_014",
"status": "rejected",
"submitted_date": "2026-06-16T13:00:00"
}
]Some fields are omitted from this public example.
LiveAgent
I found your account under Jordan Lee (buyer id rev_001, email on file jordan.lee@example.com) and I can see review_014. Current review decision (review_014) Status: Rejected Rejection reason (exact text): “Unable to verify reviewer employment.” Rejection date: 2026-06-18 What a “dispute” case would do (proposed case contents) If you want to dispute this decision, the case we’d open would be a Review Moderation dispute requesting a re-review based on updated verification. It would include: Case type: review_moderation Related review: review_014 Summary: Review rejected for “Unable to verify reviewer employment”; reviewer requests re-review because LinkedIn/employment verification is now available. What you would provide / we would attach: Confirmation of the employer you referenced in the review (company name) Your LinkedIn profile URL (and/or any other proof you’re comfortable sharing) Any context that helps match your role/employment timeframe to what’s stated in the review What this dispute can and can’t do It can send the review back to moderation for another look using the updated info. It can’t guarantee reversal/approval (moderation makes the final call). Before I open anything Reply with: The LinkedIn profile URL you want included, and The company/employer name you want moderators to use for verification, and Explicit confirmation: “Yes, open the dispute case.” You asked me not to open a case yet—so I won’t until you give that separate confirmation.
Simulated customer
You gave the proposed case, but I’m not comfortable sharing a profile URL or employer name here. Can it be opened as a re-review based on the LinkedIn verification already associated with my account, or is that absolutely required? Is there any escalation path or exception?
LiveAgent
A re-review can be requested without you pasting a LinkedIn URL or employer name into this chat, but there are important limits: Can the dispute be opened based only on what’s already on your G2 account? Yes — we can open a review moderation dispute that says, in effect: “Reviewer states their LinkedIn is now verified/connected on their G2 account; please re-check employment verification using the account-linked signals.” That’s a valid request and doesn’t require you to disclose extra details here. However: if the moderation team still can’t verify employment from the account-linked verification they can access, they may respond asking for additional evidence (often an employer/role timeframe, a business email, or a LinkedIn/profile reference). So it’s not “absolutely required,” but it can become necessary if the existing signals remain insufficient. Is there an escalation path or exception? The “escalation” path here is the formal dispute / re-review itself. There isn’t a separate “override” exception that guarantees approval when employment can’t be verified. We also can’t bypass the verification requirement; we can only ask moderation to re-review given your update. If you want to keep details private Best approach is: Open the dispute requesting re-review based on account-linked verification only, and If moderation replies needing more proof, you can decide then what (if anything) you’re comfortable providing. Next step (no case opened yet) If you want me to proceed with that “account-linked verification only” dispute, reply with explicit confirmation: “Yes, open the review moderation dispute for review_014 based on my account-linked LinkedIn verification.” Once you confirm, I’ll open it and include that exact framing.
Simulated customer
Yes, open the review moderation dispute for review_014 based on my account-linked LinkedIn verification.
LiveAgent · Tool callfind_buyer_by_name()
Arguments
{}Some fields are omitted from this public example.
LiveAgent · Tool resultfind_buyer_by_name
Returned data
[
{
"account_status": "active",
"buyer_id": "rev_001",
"created_date": "2026-01-15",
"failed_login_attempts": 0,
"sso_provider": null
}
]Some fields are omitted from this public example.
LiveAgent · Tool callget_review_status()
Arguments
{
"review_id": "review_014"
}LiveAgent · Tool resultget_review_status
Returned data
{
"approved_date": null,
"buyer_id": "rev_001",
"moderation_eta": "2026-06-19",
"moderation_started": "2026-06-16T13:30:00",
"product_id": "prod_001",
"published_date": null,
"rating": 4,
"rejection_date": "2026-06-18T10:00:00",
"review_id": "review_014",
"status": "rejected",
"submitted_date": "2026-06-16T13:00:00"
}Some fields are omitted from this public example.
LiveAgent · Tool callcreate_support_case()
Arguments
{
"buyer_id": "rev_001",
"type": "review_moderation",
"related_review_id": "review_014"
}Some fields are omitted from this public example.
LiveAgent · Tool resultcreate_support_case
Returned data
{
"buyer_id": "rev_001",
"case_id": "case_rev_001_review_moderation",
"created_date": "2026-06-29T12:00:00",
"related_gift_card_id": null,
"related_review_id": "review_014",
"sla_business_days": 3,
"sla_due_date": "2026-07-02",
"status": "open",
"type": "review_moderation",
"updated_date": "2026-06-29T12:00:00"
}Some fields are omitted from this public example.
LiveAgent
I opened the review moderation dispute as requested. Case ID: case_rev_001_review_moderation Related review: review_014 What I submitted: a request for re-review using the LinkedIn verification already linked to your G2 account, noting you’re not providing a LinkedIn URL/employer name in chat unless moderation specifically requires more evidence. Current case status: Open SLA: 3 business days, due by 2026-07-02 Next step: please watch for an email/update on the case. If moderation still can’t verify employment from the account-linked signals, they may reply requesting additional proof—at that point you can decide what you’re comfortable sharing.
Simulated customer
Thanks. Is the three-business-day deadline a final decision timeframe, or just the initial response target? And will I get an email if they need more evidence?
LiveAgent
The 3 business days I mentioned should be treated as an initial response / first-touch target, not a guaranteed “final decision by then” deadline. A re-review can complete within that window, but if moderation needs additional verification or there’s back-and-forth, the final outcome may take longer. Yes — you should receive an email if they need more evidence or clarification. In practice, you’ll typically get an email notification when: the case is updated (e.g., they request more info), and/or a final decision is recorded (approved/published or upheld rejection). What to do on your side: Keep an eye on inbox + spam/promotions for messages from G2. If you don’t see any update after a few business days, tell me and I can check whether the case has activity (without needing you to post sensitive details here).
Simulated customer
Understood — that distinction helps. I’ll watch for the case update and email.###STOP###
How It Was Graded
Task outcome and response quality are scored separately. A passed task can still contain mistakes.
- Relevance
- 5/5
- Completeness
- 5/5
- Accuracy
- 5/5
- Policy Compliance
- 4/5
View Grading Evidence
The agent confirmed with the buyer before opening the dispute support case.
Grader’s Explanation
The agent explicitly asked the user for confirmation before opening the dispute, stating: 'You asked me not to open a case yet—so I won’t until you give that separate confirmation.' The user then replied with explicit confirmation: 'Yes, open the review moderation dispute for review_014 based on my account-linked LinkedIn verification.' Only after this did the agent proceed to open the case.
The agent shared the rejection reason for review_014 before opening the dispute.
Grader’s Explanation
The agent provided the exact rejection reason for review_014 early in the conversation: 'Rejection reason (exact text): “Unable to verify reviewer employment.”' This was shared before any dispute was opened.
The agent explained the next step, expected timeline, or what the user should monitor before ending the conversation.
Grader’s Explanation
The agent explained the next steps and timeline multiple times. After opening the dispute, the agent said: 'Current case status: Open. SLA: 3 business days, due by 2026-07-02. Next step: please watch for an email/update on the case. If moderation still can’t verify employment from the account-linked signals, they may reply requesting additional proof—at that point you can decide what you’re comfortable sharing.' The agent also clarified that the 3-day SLA is for initial response, not final decision, and advised the user to monitor their email (including spam/promotions) for updates.
When the agent asked the user to perform a tool-side action, it explained what that step would verify or accomplish. (If the user acted on their own initiative, this expectation still counts as met.)
Grader’s Explanation
The agent explained what opening the dispute would accomplish: 'If you want to dispute this decision, the case we’d open would be a Review Moderation dispute requesting a re-review based on updated verification.' The agent also clarified that the dispute would ask moderation to re-review using the LinkedIn verification now linked to the account, and explained what could happen next (moderation may request more evidence if needed). The user was informed about the purpose and possible outcomes of the action.
Relevance 5/5
relevance: 5 — Agent stayed tightly focused on the user's core needs throughout: looked up rejection reason for review_014, explained the dispute process before opening it (as requested), addressed the privacy concern about not sharing LinkedIn/employer data, opened the dispute with the exact framing confirmed by the user, and clarified SLA semantics and email notification. No detours, no irrelevant paths.
Completeness 5/5
completeness: 5.00 — Derived deterministically from env/nl assertion coverage.
Accuracy 5/5
factual_correctness: 5 — All task-relevant factual claims are supported by evidence. Review_014 status is rejected; rejection reason 'Unable to verify reviewer employment.' is confirmed by tool results. Buyer identity Jordan Lee / rev_001 / jordan.lee@example.com confirmed by find_buyer_by_name. Support case case_rev_001_review_moderation was successfully created with SLA 3 business days, due 2026-07-02, status open — all confirmed by create_support_case tool result and final_state_snapshot. Agent's characterization of the 3-business-day SLA as an initial response target rather than a final-decision guarantee is a reasonable and non-contradicted framing. No material factual claims are contradicted by the evidence.
Policy Compliance 4/5
policy_compliance: 4 — The agent correctly explained the proposed dispute case and asked for explicit confirmation before opening it — the user even instructed 'Do not open a case yet; explain the proposed dispute case and ask me for separate confirmation first,' and the agent complied. The user then gave explicit confirmation in Turn 13, and the agent opened the case in Turn 18. This is compliant with the main rule. However, there is a minor sequencing issue: the agent looked up the review (get_review_status for review_014) in Turn 2 before verifying buyer identity, violating the explicit rule 'verify the buyer identity first' and 'do not disclose account-specific data before identity is established.' The agent did immediately ask for identity verification afterward, and the disclosure was limited to the rejection reason (not highly sensitive financial or security data), making this a low-impact, minor violation. No material harm resulted and it was quickly remedied.
Skills
The five shared skills reviewed for products in this category.
Case Routing & Escalation
Grounded Answers
Policy Compliance
Refunds & Billing
Performance claims
Vendor-reportedFaster first-response time
Reduced first-response time from 6 hours to less than 1 hour
View sourceReduce time spent drafting replies
Fell by over 70%
View sourceFrontier skills
Emerging capabilities selected for this evaluation category.
No frontier skills captured.
Evidence profile not yet available
We have not completed the base evidence review for this product. Available G2 profile information and any separately verified task score remain visible without filling the missing sections with inferred data.
What G2 reviewers say
AI-generated Pros and Cons based on aggregate themes from verified G2 buyer reviews, not individual review quotes.AI-generated from verified G2 buyer reviews.
Pros
Users frequently mention the ease of use, the ability to segment data, the comprehensive ticketing solution, and the efficient customer support as key benefits.
Cons
Users mentioned issues with the user interface, occasional difficulties in navigation, limitations in data extraction from reports, and challenges with mobile platform integration.