Key Takeaways
- Price gap is massive: Gumshoe starts at $0.10 per conversation with a free tier, while Evertune starts at $3,000/month -- a 30,000x difference in entry cost
- Evertune is enterprise-only: Built for Fortune 500 brands with dedicated success managers and custom integrations. Gumshoe targets individual marketers and small teams who want to test AI visibility without committing budget.
- Feature depth differs significantly: Evertune offers website optimization audits, content creation tools, and partnership activation. Gumshoe focuses purely on monitoring and basic recommendations.
- Evertune includes optimization execution: You get hands-on help implementing changes. Gumshoe shows you the data but leaves implementation to you.
- Statistical rigor: Evertune emphasizes statistically significant sampling and confidence intervals. Gumshoe's methodology is less transparent.
- Best for startups/SMBs: Gumshoe. Best for enterprise brands: Evertune.
Overview
Gumshoe AI
Gumshoe AI is a pay-per-use monitoring tool that tracks brand mentions across ChatGPT, Gemini, and Perplexity. It runs persona-based prompts to see how often your brand appears in AI responses, then shows you competitive rankings and cited sources. The pitch is simple: no subscription lock-in, just pay $0.10 per conversation you want to analyze. You get three free report runs to test it out.
The platform is bare-bones compared to enterprise alternatives. You define topics and personas, Gumshoe runs the prompts, and you get a dashboard showing mention frequency, competitive position, and which sources AI models cite. There's AI-assisted content generation on the paid tier, but it's not the core product. This is monitoring first, optimization second.
Evertune AI
Evertune is a full-service Generative Engine Optimization (GEO) platform built for brands with serious budgets. Starting at $3,000/month, it's used by companies like Miro, Roku, Virgin Voyages, and WPP's Choreograph. The value proposition goes beyond monitoring: Evertune audits how AI crawlers interpret your website, identifies optimization opportunities, creates data-driven content, and even helps you activate partnerships with influential sources that AI models cite.
What separates Evertune is the execution layer. You're not just getting a dashboard -- you're getting a team that helps implement changes. Website optimization audits tell you exactly what to fix for AI discovery. Content creation is grounded in what actually drives citations. Competitive intelligence shows you which sources your competitors leverage and how to outmaneuver them. It's a managed service disguised as a platform.
Side-by-side comparison
| Feature | Gumshoe AI | Evertune AI |
|---|---|---|
| Starting price | $0 (3 free reports), then $0.10/conversation | $3,000/month (custom enterprise pricing) |
| Free tier | Yes (3 report runs) | No |
| AI models tracked | ChatGPT, Gemini, Perplexity | ChatGPT, Gemini, Claude, AI Overviews, Perplexity, more |
| Persona-based tracking | Yes | Yes |
| Competitive benchmarking | Yes | Yes (with statistical confidence) |
| Website optimization audits | No | Yes (AI crawler interpretation analysis) |
| Content creation tools | AI-assisted generation (basic) | Data-driven content creation with citation analysis |
| Partnership activation | No | Yes (identify and activate influential sources) |
| Dedicated success manager | No | Yes (enterprise tier) |
| Custom integrations/API | Storage integrations only | Yes (enterprise tier) |
| Implementation support | Self-service | Hands-on expert help |
| Statistical rigor | Not specified | Emphasized (statistically significant sampling) |
| Target audience | Individual marketers, SMBs, agencies testing AI visibility | Fortune 500 brands, enterprise marketing teams |
Pricing breakdown
The pricing models couldn't be more different.
| Plan | Gumshoe AI | Evertune AI |
|---|---|---|
| Free/Trial | 3 free report runs | Not available |
| Entry tier | $0.10 per conversation (pay as you go) | $3,000/month (estimated starting point) |
| Mid tier | Same pay-per-use model | Custom pricing |
| Enterprise | Custom (volume discounts available) | Custom (includes dedicated manager, APIs) |
Gumshoe's pay-per-conversation model is appealing if you're running occasional checks or testing AI visibility for the first time. If you run 100 conversations per month, that's $10. If you run 1,000, it's $100. The cost scales linearly with usage, which is predictable but can add up fast if you're monitoring continuously.
Evertune's $3,000/month floor is a different calculation entirely. You're paying for platform access plus human expertise. For a brand spending six figures on content marketing, that's a rounding error. For a startup, it's a non-starter.
Feature deep-dive
AI model coverage
Gumshoe tracks three models: ChatGPT, Gemini, and Perplexity. That's the core set most people care about, but it's incomplete. No Claude, no AI Overviews (Google's AI-powered search results), no Copilot, no Grok.
Evertune covers ChatGPT, Gemini, Claude, AI Overviews, Perplexity, and others. The broader coverage matters because different audiences use different models. B2B buyers might lean on Claude or Copilot. Consumer searches increasingly hit AI Overviews. If you're only tracking three models, you're missing chunks of the picture.
Verdict: Evertune wins on breadth. Gumshoe covers the basics but leaves gaps.
Monitoring and analytics
Both platforms track brand mentions, competitive rankings, persona visibility, and cited sources. The difference is depth and statistical confidence.
Gumshoe shows you mention frequency across topics and personas. You see how often your brand appears compared to competitors, which topics you're strong in, and which sources AI models cite. The interface is straightforward -- dashboards with charts and tables. Scheduled reports and trend tracking are available on the paid tier.
Evertune emphasizes statistical significance. They don't just run a handful of prompts and call it data -- they sample enough to give you confidence intervals. The competitive intelligence goes deeper: you see not just rankings but why competitors are winning (which sources they leverage, what messaging resonates, where their content appears). The platform also tracks sentiment and how your brand is being described, not just whether it's mentioned.
Verdict: Evertune provides richer analytics with more confidence in the numbers. Gumshoe gives you the basics without the statistical rigor.
Website optimization
This is where the platforms diverge completely.
Gumshoe doesn't audit your website or tell you how to optimize for AI crawlers. It shows you the output (mentions in AI responses) but doesn't help you fix the input (how AI models interpret your site).
Evertune includes website optimization audits as a core feature. They analyze how AI crawlers read your site, identify issues that prevent proper interpretation, and hand you specific fixes. This is critical because AI models don't parse websites the same way humans do. Structured data, content hierarchy, and technical elements that matter to LLMs are different from traditional SEO.
Verdict: Evertune wins by default. Gumshoe doesn't play in this space.
Content creation and optimization
Gumshoe offers "AI-assisted content generation" on the paid tier. Based on the website copy, this appears to be basic -- likely prompt-based suggestions or templates. It's not grounded in citation analysis or competitive research.
Evertune's content creation is data-driven. They analyze which sources AI models cite, what messaging drives mentions, and what content gaps exist. Then they help you create content designed to get cited. This isn't generic SEO content -- it's engineered for LLM visibility based on what actually works.
Verdict: Evertune's content tools are built for optimization. Gumshoe's are an add-on.
Partnership activation
Gumshoe shows you which sources AI models cite. That's useful for understanding the landscape, but you're on your own to act on it.
Evertune identifies influential sources and helps you activate partnerships with them. If AI models frequently cite a specific publication, industry site, or review platform, Evertune's team can help you get your brand featured there. This is a service layer most monitoring tools don't offer.
Verdict: Evertune provides execution support. Gumshoe provides data.
Implementation and support
Gumshoe is self-service. You set up your reports, run them, interpret the results, and implement changes yourself. There's a support site for billing and platform questions, but no dedicated success manager or strategic guidance.
Evertune includes hands-on support at the enterprise tier. You get a dedicated success manager who helps design your strategy and implement optimizations. The testimonial from Miro's Head of Organic Growth says it clearly: "They don't just feel like a vendor; they feel like an extension of our own team."
Verdict: Evertune is a managed service. Gumshoe is a DIY tool.
Pros and cons
Gumshoe AI pros
- Extremely low barrier to entry (free tier, then $0.10/conversation)
- No subscription lock-in -- pay only when you run reports
- Simple interface focused on core metrics
- Good for testing AI visibility without committing budget
- Persona-based tracking helps segment by audience
Gumshoe AI cons
- Limited AI model coverage (only 3 models)
- No website optimization or technical audits
- Basic content generation tools
- Self-service only -- no strategic guidance
- Statistical methodology not transparent
- Costs can add up quickly with frequent monitoring
Evertune AI pros
- Comprehensive AI model coverage
- Website optimization audits for AI crawler interpretation
- Data-driven content creation grounded in citation analysis
- Partnership activation to get featured in influential sources
- Dedicated success manager and implementation support
- Statistical confidence in competitive benchmarking
- Proven with Fortune 500 brands
Evertune AI cons
- $3,000/month starting price eliminates most SMBs
- No free trial or low-cost entry tier
- Overkill if you just want basic monitoring
- Requires commitment to enterprise pricing
Who should pick which tool
Choose Gumshoe AI if:
- You're an individual marketer, small business, or agency testing AI visibility for the first time
- Your budget for AI monitoring is under $500/month
- You want to run occasional checks without a subscription commitment
- You're comfortable interpreting data and implementing changes yourself
- You only care about ChatGPT, Gemini, and Perplexity
- You need a quick answer to "Does AI mention my brand?" without deep optimization
Choose Evertune AI if:
- You're an enterprise brand with a serious content marketing budget
- You need comprehensive coverage across all major AI models
- Website optimization for AI discovery is important to you
- You want data-driven content creation, not just monitoring
- You value hands-on implementation support and strategic guidance
- Statistical confidence in your competitive benchmarking matters
- You're willing to invest $3,000+/month for a managed service
If you're somewhere in between -- a mid-sized company that needs more than Gumshoe but can't justify Evertune's price -- you might look at tools like Promptwatch, which offers AI visibility tracking, content gap analysis, and optimization tools starting at $99/month. It sits in the middle ground between basic monitoring and full enterprise service.
Final verdict
These tools serve completely different markets. Gumshoe is a budget-friendly monitoring dashboard for marketers who want to dip their toes into AI visibility tracking. Evertune is a premium optimization platform for brands that treat AI search as a strategic channel worth serious investment.
The decision comes down to budget and ambition. If you're spending under $10,000/month on content and SEO, Gumshoe makes sense -- it gives you visibility without breaking the bank. If you're spending six figures on content marketing and want AI search to be a growth channel, Evertune's $3,000/month is justified by the optimization execution and expert support.
One sentence summary: Gumshoe is monitoring on a budget; Evertune is optimization with a team behind it.