Gumshoe.AI review
Ranked #36Investigative AI visibility analytics: trace why models answer the way they do.
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.
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.
| Expectation | Reality |
|---|---|
| Attribution / revenue tracking | Not offered — no GA4 integration |
| Query realism | Persona-driven conversations, ~11 models |
| Cost model | ~$0.10–0.20/conversation; tiers in flux |
| Sentiment | Recent addition, higher tiers |
| API | Enterprise-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.
Gumshoe.AI pricing
| Plan | Price | What you get |
|---|---|---|
| Free audit | $0 | Initial persona-based visibility read |
| Pay-per-use | ~$0.10–0.20/conversation | Persona simulations across ~11 models |
| Starter / Pro (listed) | $99 / $299/mo | Bundled volumes; structure in flux |
How Gumshoe.AI compares
| Tool | Category | Pricing | Best for |
|---|---|---|---|
| Gumshoe.AI (#36) | AI visibility tracker | Free audit; ~$0.10–0.20 per conversation | Teams 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 tracker | From $29/mo | Teams that want evidence-grade tracking, alerts, and competitor share without enterprise pricing or onboarding. |
| Otterly.AI (#4) | AI visibility tracker | From $29/mo | SMBs and first-time GEO buyers who want the cheapest credible entry — and can live with weekly-ish data. |
| LLM Pulse (#21) | AI visibility tracker | From €49/mo | Small 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
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.
Best Gumshoe.AI alternatives
See allDaily AI visibility tracking with screenshot evidence, instant alerts, and competitor share across every major engine.
Best for: Teams that want evidence-grade tracking, alerts, and competitor share without enterprise pricing or onboarding.
- Six engines with daily cadence at SMB pricing
- Screenshot evidence behind every data point
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
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
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