When buyers ask ChatGPT or Perplexity for a recommendation, being named in the answer is the new ranking. AI-visibility platforms meter that at $29–489 per month, per prompt, with languages sold as add-ons. This kit audits your AI search visibility through the official OpenAI and Perplexity APIs with your own keys: 50 audit questions, German and Japanese prompt packs included, every model version written down. $79 once — no subscription.
Get the kit — $79One zip: audit question sets in three languages, runners for two official APIs, the reporting templates, and the monthly loop — plain files you own, on your own API accounts.
Branded, non-branded and competitor questions across awareness, consideration and decision — with {BRAND}/{CATEGORY} placeholders so your audit runs on day one. English baseline, plus German and Japanese sets localized to how people there actually ask (not word-for-word translations).
One Python file (standard library only) calls the OpenAI API and the Perplexity Agent API with your keys, saves every raw answer, and writes identical CSV columns for both engines — mention, position, citations, sentiment. Includes an offline self-test so you verify before spending.
The inconsistency plaguing AI-visibility tools is unpinned models. Here every run records the exact engine model next to each answer, so month-over-month numbers compare honestly — and you can show clients exactly how any number was produced.
A one-page scorecard turns the run into four verdicts (known & recommended … invisible), and the benchmark template lines your mention rates up against the rivals the same audit surfaced — per engine, per market.
A 30-minute setup connects the CSVs to a trend dashboard — plus a cost tracker, because the honest price of a full audit (two engines, 50 prompts) is typically well under one dollar, and you should verify that on your own bill.
The recommendations playbook maps each verdict to concrete work — entity basics, getting recommended, multilingual gaps — and the 45-minute monthly SOP keeps the loop running without a subscription to remember.
No AI Overviews monitoring. Google provides no monitoring API for AI Overviews, and scraping them breaches Google's terms — some tools take that risk for you. This kit's scope is stated plainly: ChatGPT via the OpenAI API and Perplexity via the Agent API.
No black-box score. Nothing is hidden behind a dashboard. Every prompt, every model version, every raw answer and every metric formula is in your hands — that is precisely what marketers publicly missing with expensive visibility platforms have started demanding.
No outcome promises. What a model says about your brand next month is outside anyone's control. What this kit maximizes is what you control: measurement discipline, comparable numbers, and a fix list that matches your actual verdict.
From zip to a finished audit in under an hour on day one — then 45 minutes a month.
Edit one JSON config: name variants, category wording, competitors, pinned model snapshots. The offline self-test verifies the kit before you spend a cent; a two-prompt smoke run proves both API keys.
About 15 minutes of mostly waiting. Every raw answer is saved with its engine, model and prompt ID; the runner retries rate limits on its own and writes standard CSVs.
The summarizer produces mention rates, competitor share-of-answer and citations. Fill the scorecard, pick one playbook action, repeat monthly. That's the entire loop.
Published pricing of the AI-visibility category, checked 2026-09-20. Every platform below meters per prompt, per month — and bills languages as add-ons.
| Tool | Published price | What is metered | Languages |
|---|---|---|---|
| Otterly.AI | $29–489/mo (Lite 15 → Premium 400 prompts; enterprise from $1,000) | prompts per month | AI engines/languages as add-ons, $9–439/mo |
| Peec AI | €75–169/mo (25–100 prompts — TechCrunch, Nov 2025; current prices not published) | prompts per month | extra markets from higher tiers |
| Profound | $99–399/mo (50 prompts, ChatGPT only → 100 prompts, 3 engines) | prompts per month | enterprise pricing for more |
| GEO Audit Kit | $79 once — no subscription | your own API keys, at raw cost (a full run is typically well under $1) | EN + DE + JA prompt packs included |
Competitor figures are their published prices and press coverage (sources: otterly.ai/pricing, TechCrunch 2025-11-17, digiday.com 2026-05-01), verified 2026-09-20; subscriptions change often, check before you buy anything. The kit is a one-time purchase; API usage is billed by OpenAI/Perplexity to your account — the kit ships a cost tracker so you verify with your own bill.
No monthly plan, no per-prompt meter, no language add-on — the platforms already charge enough of those.
≈ ฿2,790
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No — there is no dashboard to log into and nothing is metered monthly. It is the measurement loop those platforms sell, in files you own: prompt sets, a runner on official APIs, and the reporting templates. The category charges $29–489 per month for metered prompts; this kit is $79 once and runs on your own API keys at raw cost.
ChatGPT via the official OpenAI API and Perplexity via the official Agent API — the kit already uses the Agent API Perplexity is migrating to (Sonar chat completions retires 2026-09-27). Gemini, Claude and Copilot are roadmap, not v1. Google AI Overviews is deliberately out of scope: Google offers no monitoring API for them, and scraping breaches Google's terms.
You need a terminal for two commands — an offline self-test and the audit run. The runner is one Python file using only the standard library (Python 3.8+, nothing to install). Everything else is editing one JSON config and reading Markdown and CSV in the tools you already use.
API usage is billed by the providers to your own account: 50 prompts × two engines at mini-class model prices is typically well under one US dollar per full audit. The kit includes a cost estimate worksheet and a tracker — verify against your own bill, and check current provider pricing before your first run since model prices change.
Because answers drift when providers change models silently — the inconsistency that has marketers publicly questioning expensive visibility tools. Pinning the exact model snapshot in your config (recorded on every result row) is what makes this month's number comparable to last month's — and lets you explain any movement instead of guessing.
If the kit doesn't fit how you work, write to us within 14 days of purchase and we refund in full — the files are yours to keep or delete. One refund per purchase; we only ask for optional feedback.
$79 one-time · ≈ ฿2,790 · free updates v1.x · instant download
Get the GEO Audit Kit — $79