LRG LABS
Client workspaceFreshdesk
Private previewData through 06 Aug 2026
Freshdesk workspace / Answer intelligence

What AI tells buyers
about Freshdesk.

A measured view of your presence in AI-assisted buying: what gets said, what holds up, what has decayed, and where your published evidence leaves room for invention.

Not fully correct All measured claim-parts
64%
23 of 36 claim-parts
Claims observed Across the full panel
28
Pricing · identity · compliance
Verified records Human-checked ground truth
10
Every record carries an expiry date
Assistant surfaces Frontier + mid-tier
4
OpenAI + Anthropic · search enabled
Claim-part quality

How the answers held up

36 verdict parts · combined panel
False5
Stale3
Unsupported / off-target15
Correct13
02 / Priority findingImpact: product credibility · qualification risk
Priority 01False

A capability you don’t publish,
sourced from a page that no longer exists.

“Freshdesk supports SCIM at Enterprise tier.”

Your documentation contains zero pages mentioning SCIM. The tiering repeated by assistants matches a third-party page whose own “Freshdesk SCIM documentation” citation returns a 404.

Evidence trailRecord integrity: verified
  1. 01
    Assistant answer captured

    claude-fable-5 · search on · 05 Aug 2026

    HASHED
  2. 02
    Claim decomposed

    Availability · plan gate · source support

    3 PARTS
  3. 03
    Primary documentation checked

    0 Freshdesk pages mention SCIM provisioning

    NO MATCH
  4. 04
    Source chain fails

    Third-party citation target returns HTTP 404

    FAILED
freshdesk:identity.scim-provisioning:v1
03 / Signal areasClick through from summary to claim-level evidence
Subject breakdown

Where intervention matters first

Pricing100%

6 observed claims · 12 of 12 parts not fully correct.

“~$95/agent/mo”
Highest-risk claim False
Identity & provisioning40%

13 observed claims · 6 of 15 parts not fully correct.

“SCIM available via a Freshworks Marketplace app using Okta or Entra”
Highest-risk claim False
Data residency & compliance56%

9 observed claims · 5 of 9 parts not fully correct.

“consolidating its European data centers into a single data center located in Frankfurt, Germany”
Highest-risk claim False
04 / Claim auditSorted by research priority
Claim library

What buyers were told

All modelsAll subjectsPriority first
ClaimSignal areaModel / captureAssessmentEvidence note
“consolidating its European data centers into a single data center located in Frankfurt, Germany”complianceclaude-fable-52026-08-05 · frontierFalse'Single data center' contradicts the vendor-stated multi-AZ traffic, near-real-time cross-AZ backups and cross-geo DR. The Frankfurt element …
“SCIM available via a Freshworks Marketplace app using Okta or Entra”identityclaude-fable-52026-08-05 · frontierFalseThe only marketplace SCIM provisioning apps (publisher effy, Okta and Azure AD) both list 'Supported for Freshservice' — a different …
“~$95/agent/mo”pricingclaude-fable-52026-08-05 · frontierFalseMatches no verified or archived price (Enterprise verified: USD 89; never 95 in any archive). Hedged approximation ~7% off with no basis — see …
“Enterprise ($169/agent/month) [...] third-party pricing figures cited above may be out of date”pricingclaude-fable-52026-08-05 · frontierFalseMatches no verified list in any region/billing basis nor any archived price (Enterprise verified: USD 89). Hedged, but specific and …
“Professional ($115/agent/month) [...] third-party pricing figures cited above may be out of date”pricingclaude-fable-52026-08-05 · frontierFalseMatches no verified list (USD 19/55/89, EUR 17/52/84, GBP 15/39/67, any billing basis) nor any archived price; equals the $115 Zendesk Suite …
“Enterprise tier ($79/agent/month billed annually)”pricingclaude-fable-52026-07-29 · frontierStaleLive Enterprise price until at least 2025-07-13; $89 by 2026-01-26. The 2026-07-29 answer served a price at least six months dead. Plan …
“Enterprise tier ($79/agent/month billed annually)”pricingclaude-sonnet-52026-08-05 · mid-tierStaleLive Enterprise price until at least 2025-07-13; $89 by 2026-01-26 and verified current. Quoted with live web search on 2026-08-05 — over a …
“Enterprise tier ($79/agent/month billed annually)”pricingclaude-sonnet-52026-08-05 · mid-tierStaleLive Enterprise price until at least 2025-07-13; $89 by 2026-01-26 and verified current. Quoted with live web search on 2026-08-05 — over a …
“consolidating its multiple data centers in Europe into a single datacenter located in Frankfurt, Germany”complianceclaude-fable-52026-08-05 · frontierUnsupportedVendor names the region only; no country or city within the EEA is published anywhere (record conditions). Asserts a specificity no buyer can …
“SSO must be configured before enabling SCIM”identityclaude-fable-52026-08-05 · frontierUnsupportedA setup prerequisite for a capability the vendor documents nowhere.
Showing 10 highest-priority claims of 28Each assessment links answer → record → source capture → hash
05 / Your accessThe ongoing intelligence layer

Not a report.
A research system.

This workspace is the presentation layer. Underneath it, your team gets the evidence, records, repeatable panel, and monitoring needed to act with confidence.

01

Measured answer library

Every captured response, decomposed into searchable claims by model, date, subject, and buyer prompt.

02

Verified record layer

Human-checked product facts with primary evidence, capture hashes, review dates, and expiry policies.

03

Continuous monitoring

Repeatable panels reveal visibility shifts, model drift, stale facts, and new unsupported claims.

04

Competitive intelligence

See who enters the shortlist, what assistants say about them, and which comparisons fail verification.

Open competitor module →