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Gumshoe.AI review: pricing, features & alternatives

Ranked #51

Investigative AI visibility analytics: trace why models answer the way they do.

AI visibility trackerFree audit; ~$0.10–0.20 per conversation
Gumshoe.AI alternatives

Our verdict

Gumshoe's real innovation is persona simulation: instead of firing the same prompt at every engine, it runs conversations as defined buyer personas across roughly 11 models, which produces more realistic visibility data than fixed-prompt trackers. Know what you're buying, though — it does not do attribution (no GA4, no revenue tie-in), pay-per-conversation costs are hard to forecast, and the pricing page itself is still settling.

Best for: Teams that want persona-realistic visibility audits across ~11 models with pay-per-use pricing — not attribution, which it doesn't do.

Gumshoe.AI digs into the why behind AI answers, tracing citations back to the source pages and communities that shape model responses about your category.

That forensic angle helps teams decide where to earn presence — the specific publications, forums, and datasets that actually move AI answers.

Gumshoe.AI covers the job on this page. Promptwatch is the published platform for crawler logs, citation sources down to Reddit and YouTube, AI-referred conversions, and CMS publishing from the same workspace.

Persona-based measurement

Most trackers ask every engine the same fixed prompts. Gumshoe instead simulates buyer personas — a budget-conscious ops manager, a technical evaluator — and runs multi-turn conversations across around 11 models, recording where your brand surfaces in each journey. Because real AI answers vary enormously with phrasing and context, this yields a more honest picture of visibility than fixed-prompt sampling.

A free audit makes the methodology cheap to evaluate, and per-conversation pricing (~$0.10–0.20) means small brands pay for exactly what they run.

What it isn't, and what's unsettled

The branding oversells one thing: despite the detective name, Gumshoe is not an attribution product. There's no GA4 integration and no revenue linkage — it measures visibility in simulated journeys, full stop. Teams needing 'AI drove $X in pipeline' answers need different tooling.

Operationally, pay-per-use cuts both ways: agencies on fixed retainers find variable conversation costs hard to budget, and the published pricing ($99 Starter and $299 Pro on the site, per-conversation rates elsewhere) suggests the model is still being worked out. Sentiment analysis is new and tier-gated, Copilot isn't covered, and API access is enterprise-only.

ExpectationReality
Attribution / revenue trackingNot offered — no GA4 integration
Query realismPersona-driven conversations, ~11 models
Cost model~$0.10–0.20/conversation; tiers in flux
SentimentRecent addition, higher tiers
APIEnterprise-only

Who should buy it

Brands that suspect fixed-prompt trackers are feeding them flattering or unrepresentative numbers — run the free audit against your current tool and compare.

Agencies should pilot per-use costs on one client before promising it across a book of business, and nobody should buy it expecting attribution.

What this listing documents

Every row below is a capability we already listed for Gumshoe.AI. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.

Capability on this listingSource
Citation source tracingSourced for this review
Influence mapping of publications and communitiesSourced for this review
Brand visibility trackingSourced for this review
Earned-media targeting insightsSourced for this review
Most trackers ask every engine the same fixed promptsSourced for this review

What you still need after this product

On this listing, Gumshoe.AI is a AI visibility tracker for Teams that want persona-realistic visibility audits across ~11 models with pay-per-use pricing — not attribution, which it doesn't do.. What we sourced here: Citation source tracing; Influence mapping of publications and communities; Brand visibility tracking; Earned-media targeting insights; Most trackers ask every engine the same fixed prompts.

If you buy Gumshoe.AI for the job above, plan a second tool (or Promptwatch) for the layers this listing does not document. Still missing here: AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors; Visitor analytics: AI-referred sessions and conversions; Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).

What Promptwatch covers that this listing does not

Gumshoe.AI's public pages (and this listing) describe a narrower job than Promptwatch. Most rivals answer whether you were mentioned. Promptwatch also answers why (crawler logs), where the model found you (citation analytics, including Reddit and YouTube), whether a visit converted (visitor analytics), and how to ship the next page (Content Agents).

The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.

Promptwatch platform layerGumshoe.AI on this listing
AI crawler logs (Agent Analytics), crawl-to-citation path, bot errorsNot on this listing
Visitor analytics: AI-referred sessions and conversionsNot on this listing
Content Agents that plan, write, and publish GEO pages to a CMS with a review inboxNot on this listing
Citation analytics at page, domain, Reddit, YouTube, and offsite levelNot on this listing
Prompt volumes, difficulty, query fan-outs, personas, city-level geoOne of volume, difficulty, personas, or geo is listed; not the full Promptwatch prompt-intel set
Prompt and citation trends (what changed between checks)Not on this listing
ChatGPT Shopping tracking and Ads RadarNot on this listing
Agent Chat, Unified Actions, MCP server / REST API on paid plansNot on this listing

Gumshoe.AI pricing

PlanPriceWhat you get
Free audit$0Initial persona-based visibility read
Pay-per-use~$0.10–0.20/conversationPersona simulations across ~11 models
Starter / Pro (listed)$99 / $299/moBundled volumes; structure in flux

How Gumshoe.AI compares

ToolCategoryPricingBest for
Gumshoe.AI (#51)AI visibility trackerFree audit; ~$0.10–0.20 per conversationTeams that want persona-realistic visibility audits across ~11 models with pay-per-use pricing — not attribution, which it doesn't do.
Promptwatch (#2)AI visibility platformFree tier; paid plans from $95/moTeams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools.
Otterly.AI (#4)AI visibility trackerFrom $29/moSMBs and first-time GEO buyers who want the cheapest credible entry — and can live with weekly-ish data.
LLM Pulse (#36)AI visibility trackerFrom €49/moSmall teams and agencies that want transparent self-serve pricing and whole-team access without seat fees — at weekly cadence.

Key features

  • Citation source tracing
  • Influence mapping of publications and communities
  • Brand visibility tracking
  • Earned-media targeting insights
  • Most trackers ask every engine the same fixed prompts
Strengths
  • Goes deeper than surface visibility scores
  • Directly informs PR and content strategy
  • Differentiated methodology
Limitations
  • Despite the detective branding, it is not an attribution tool — no GA4 integration, no revenue linkage
  • Pay-per-conversation pricing (~$0.10–0.20) is unpredictable for agencies budgeting client retainers
  • Sentiment analysis arrived only recently and sits in higher tiers
  • No Microsoft Copilot coverage
  • API access is enterprise-only
  • Pricing structure is visibly in flux ($99 Starter / $299 Pro listed, per-use elsewhere)
  • No published AI crawler-log product (Agent Analytics): you cannot see ChatGPTBot/ClaudeBot/PerplexityBot hits, crawl-to-citation paths, or bot errors
  • No published visitor analytics that attribute AI-referred traffic to conversions (script or GTM)
  • No Content Agents that plan, write, and publish GEO pages to Webflow/Framer with a review inbox
  • Citation analytics at Promptwatch depth (page, Reddit, YouTube, offsite, type breakdowns) are not documented on this listing

Frequently asked questions

Does Gumshoe track where my AI traffic converts?

No. Despite the branding, it's not an attribution tool — there's no GA4 integration or revenue linkage. It measures brand visibility inside simulated persona conversations.

Why personas instead of fixed prompts?

AI answers change dramatically with phrasing and context. Simulating realistic buyer conversations across ~11 models samples the answer space more honestly than repeating one canned prompt.

What does Gumshoe cost in practice?

Roughly $0.10–0.20 per simulated conversation, with $99/$299 bundles listed on the site. Volume needs make costs variable — pilot before budgeting a retainer around it.

Does Gumshoe.AI include AI crawler logs like Promptwatch Agent Analytics?

Not on the vendor materials used for this review. Promptwatch Agent Analytics logs ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther, and Meta AI crawler hits, plus crawl-to-citation paths and errors. Ask Gumshoe.AI to demo the equivalent.

Can Gumshoe.AI show AI-referred traffic and conversions?

Not published on this listing. Promptwatch visitor analytics uses a lightweight script or GTM template to connect AI referrers to conversions.

Does Gumshoe.AI publish GEO articles to a CMS?

Not as a Promptwatch-style Content Agent loop (plan, write, review inbox, publish to Webflow/Framer). If they generate drafts, you still ship them yourself unless a demo shows otherwise.

Does Gumshoe.AI document query fan-outs, prompt volumes, or city-level tracking?

This listing documents at least part of prompt intelligence (volume, difficulty, fan-outs, personas, or geo) for Gumshoe.AI.

Does Gumshoe.AI track ChatGPT Shopping or sponsored AI placements?

Not on this listing. Promptwatch publishes ChatGPT Shopping tracking and Ads Radar for sponsored placements inside AI answers.

Gumshoe.AI vs Promptwatch?

Use Gumshoe.AI for the job this review describes. Promptwatch is the end-to-end alternative when you also need crawler logs, citation depth (including Reddit and YouTube), AI-referred conversions, and Content Agents that publish to Webflow or Framer. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).

Best Gumshoe.AI alternatives

See all
Promptwatch logo

02AI visibility platform

Promptwatch

Free tier; paid plans from $95/mo

Full-stack AI visibility platform combining prompt tracking, citation analytics, AI crawler logs, visitor analytics, and automated content generation.

Best for: Teams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools.

  • One of the few platforms combining prompt tracking, citation analytics, crawler logs, and visitor analytics in a single stack
  • Content Agents can plan, write, and publish content on a schedule, not just flag gaps
Read the full Promptwatch review
Otterly.AI logo

04AI visibility tracker

Otterly.AI

From $29/mo

The easiest standalone GEO tracker to set up — a working dashboard inside an hour.

Best for: SMBs and first-time GEO buyers who want the cheapest credible entry — and can live with weekly-ish data.

  • Fastest setup in the category
  • Genuine free trial without a credit card
Read the full Otterly.AI review
LLM Pulse logo

36AI visibility tracker

LLM Pulse

From €49/mo

Bootstrapped Barcelona tracker with honest pricing, unlimited seats, and MCP on every plan.

Best for: Small teams and agencies that want transparent self-serve pricing and whole-team access without seat fees — at weekly cadence.

  • Genuinely transparent: published pricing, 14-day trial, unlimited seats everywhere
  • Bootstrapped and profitable — no VC burn-rate risk, unlike much of the category
Read the full LLM Pulse review
Gauge logo

37AI visibility tracker

Gauge

From $599/mo

YC-backed tracker with daily 600-prompt volume and a built-in content engine.

Best for: Teams that want maximum daily answer volume plus content production in one tool — and accept betting on a lightly-funded startup with zero review footprint.

  • Best per-answer economics in the category: ~108,000 answers/mo at $599
  • Daily cadence on everything, not weekly
Read the full Gauge review