> An honest comparison of Answerworthy and Profound: enterprise depth and prompt-volume data versus honest panel measurement and verified fixes.

Published by Answerworthy · Canonical: https://answerworthy.ai/compare/profound · Updated 2026-08-03

# 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.

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