TEARDOWN 36 · REVIEWED 2026-08-20
Evertune
Evertune tracks how a brand is discovered and described across ChatGPT, Claude, Gemini, Perplexity, and other AI platforms, then sells tools to act on the gaps it finds — AI-optimized content and paid AI ad placements. It positions itself around EverPanel, a panel it calls proprietary of over 150 million real user prompts, used to decide what to track rather than track it.
Evertune samples AI models directly with a fixed prompt list, the same scriptable pattern any AI-visibility tool can build, but EverPanel, its claimed panel of 150+ million real user prompts, is a data-collection effort no individual build can replicate.
What you lose building it yourself
- ✕EverPanel's 150M+ real-user-prompt panel deciding what to track — no public source sells this
- ✕11 AI models tracked and scored in one dashboard instead of scripting each
- ✕Content-generation and AI ad-buying tools (Ads Agent) built on top of the tracking
Why people still pay
A scripted three-platform sampler covers a slice of the tracking, but Evertune also sells the demand side of the problem — a claimed 150-million-prompt panel of real queries to decide what's worth tracking, plus tools to buy AI ad placements and generate content against the gaps it finds — which a tracking script alone doesn't touch.
SCRIPT THE TRACKING, NOT THE PANEL
An AI coding tool can call the ChatGPT, Claude, and Gemini APIs directly with a fixed prompt list, sample each response multiple times, and log whether a brand is mentioned — the same mechanism as Evertune's core visibility tracking. EverPanel's claimed 150-million-prompt panel of real user queries isn't something a script can recreate; that's a data-collection effort, not a coding problem.
StackA hosted AI model API for each platform tracked (e.g. OpenAI, Anthropic, Google Gemini APIs) · a scheduler to sample a fixed prompt list repeatedly · a small database to log brand-mention results by model and date.
Build a Python script that, three times a day, sends a fixed list of 15 prompts to the OpenAI, Anthropic, and Google Gemini APIs, samples each prompt 5 times per model, checks each response for a mention of one target brand name, and logs the platform, prompt, sample number, and result to a SQLite database. Add a weekly report summarizing mention rate by platform and by prompt.
Similar tools
Free alternative: geo-optimizer-skill (open-source AEO/GEO toolkit) — audits and tracks whether ChatGPT, Perplexity, Gemini, and Google AI Overviews cite a site, for free via command line; it doesn't include EverPanel's real-user-prompt panel or Evertune's ad-buying and content-generation agents.
Vendor's own claim
"Every prompt Evertune measures comes from EverPanel, our panel of over 150 million real conversations, weighted to reflect the actual composition of the internet."
evertune.ai/platform/methodology · RETRIEVED 2026-08-20
QUESTIONS
What is EverPanel and how is it different from Evertune's brand tracking?
EverPanel is a panel Evertune describes as proprietary, built from over 150 million real user prompts, used to decide which prompts are worth tracking; the actual tracking is a separate step where Evertune samples those prompts against AI models and checks for brand mentions.
Does Evertune do more than track AI visibility?
Yes — beyond tracking, it sells tools to act on what it finds: AI-optimized content generation and paid AI ad placements/retargeting, positioning it closer to a full marketing platform than a pure visibility dashboard.
Is there a free tier or trial?
No — the pricing page lists Pro at $800/month and Enterprise as a custom quote, with a demo request as the only entry point; no self-serve free tier is advertised.