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Updated August 3, 2026
Answerworthy vs Profound
Profound is the category leader, and it earned that position. Both platforms measure AI-search visibility across the major engines and analyze AI crawler behavior from real logs; they differ in who they are built for, how measurement is scored, and what happens after the dashboard.
What Profound is genuinely good at
Credit first, because it is real. Profound’s Prompt Volumes is a unique asset: licensed, consented panel data covering a very large volume of real user conversations, which lets them estimate how many people actually ask a given question of AI engines. Nobody else, including us, has that dataset. Their Agent Analytics reads CDN and server logs with bot verification, their answer capture reflects real user-facing surfaces, and the product’s design polish is among the best in the category. They raised a large Series C in early 2026 and serve major enterprises. If you are an enterprise brand that wants demand data about AI queries and has the budget for a sales-led platform, Profound is a serious choice.
The honest capability table
Facts as of mid-2026; verify current details on their site.
| Capability | Answerworthy | Profound |
|---|---|---|
| Answer visibility tracking | ChatGPT, Claude, Gemini, Perplexity via native APIs, plus Google AI Overviews and AI Mode surfaces | 10+ engines including Copilot, DeepSeek, Grok, Meta AI |
| Measurement scoring | Configurable replicate count per prompt-engine cell (currently single-shot, executed count always stated); majority-cited when replicates run | Not publicly documented as replicate-based |
| Real-user prompt demand data | Not yet (roadmap: prompt volume signals via SERP-data providers) | Yes: Prompt Volumes, their signature asset |
| Crawler analytics | CDN log harvest, bot registry, published-IP verification, spoof quarantine | Yes: Agent Analytics, log-based with verification |
| Crawl-to-citation gap join | Yes, first-class monthly analysis | Correlates crawler drops with visibility dips |
| On-site audit + fix generation | 91-check methodology-grounded audit; schema, llms.txt, brief generators; fix verification by re-check | Content agents and an operational task queue; audit depth not their center of gravity |
| Evidence discipline | OBSERVED vs INFERRED tags with source references, database-enforced; raw responses stored | Raw answer capture shown in-product |
| Factuality vs approved fact sheet | Yes, with severity ranking | No equivalent published |
| Traffic connection (GSC/GA4) | Yes: GSC and GA4 per brand, honest attribution ranges | No GA4 integration documented; a recurring reviewer complaint |
| Multi-client architecture | Isolated brand workspaces, client and analyst seats with scoped access, agency-branded PDF reporting | Reviewers cite multi-workspace management as a weak point |
| Buying motion | Self-serve, public pricing: free to start, measurement from a one-time $50 baseline audit, Pro $97/mo | Sales-led, enterprise pricing |
Where we differ, and why it matters
Statistical scoring at the answer level. Our position is that any single engine response is a sample, so Answerworthy stores every raw response, states the replicate count each run actually executed (configurable, currently single-shot), and alerts only on moves that clear a two-sigma threshold against your own history. If per-answer statistical confidence matters to how you report, that is a structural difference, not a feature toggle.
The loop closes with verification. Independent reviews describe Profound as strongest at monitoring. Answerworthy treats the fix as the product: every finding lands in one prioritized backlog with a recipe or a generated artifact, and nothing is “done” until a re-check verifies it. We also connect the last mile to GSC and GA4, so visibility work ends in traffic evidence.
Built for portfolios, priced for operators. Answerworthy is multi-client from the schema up and self-serve: free to start, a one-time $50 baseline audit as the paid entry, Pro at $97/mo, and Agency at $78 per brand seat/mo (5-seat minimum, from $390/mo). Different buyer, honestly: Profound is built to be bought by enterprises; Answerworthy is built to be operated by the people who run many brands.