When people ask AI instead of scrolling search results, OrcaScope shows how visible your brand is inside ChatGPT, Kimi and Volcengine answers — and helps you improve it.
Free during the private beta · no credit card
same day, same prompt — across 5,616 samples where at least one engine mentioned the brand
of the samples mentioned the day before (127,120 day-pairs compared)
Those 54 sampling days cover 263 prompts and 8 engines. Platform-wide aggregates — not any single brand's score.
See the full method and sample sizesWe track your brand across these AI engines
More and more people skip the results page and just ask ChatGPT, Kimi or Doubao. If the AI's answer never mentions your brand, you're invisible at the exact moment a decision is made — and you can't even see it happening.
People increasingly hand the question to an AI and read one synthesized answer, instead of clicking through links themselves.
Who shows up in the answer — and how prominently — shapes the choice. Not being mentioned is close to not being on the shortlist.
How AI perceives your brand is normally invisible. What you can't see, you can't measure — let alone improve.
Independent research: In ~3,000 test runs of comparable prompts, the odds of seeing the same brand-recommendation list twice were under 1% (University of St. Gallen, Apr 2026). AI answers shift constantly — a one-off search tells you nothing; only continuous, methodology-transparent monitoring shows the truth.
We don't promise made-up uplift percentages — we do one thing well: let you actually see how AI talks about your brand.
GEO expert
The full toolkit for AEO / GEO practitioners.
Before
Manually prompting each AI and logging spreadsheets
After
8 engines monitored daily, one dashboard
8 engines · bilingual · updated daily
One panel to see — and improve — your brand's AI visibility.
/benchmarks/consumer-electronics
Consumer electronics· industry pack
Earbuds, projectors, chargers, wearables — track your spot in AI recommendation lists in both languages.
Sample monitored prompts
Enter your brand name and get a first AI-visibility snapshot in minutes — no signup, no tracking pixels.
Set the Chinese & English questions you care about; we ask each AI engine for you every day and accumulate the data.
Per-engine visibility scores across 8 engines, the sources being cited, and trend lines over time — all in one view.
The score is just the entry point. OrcaScope breaks it down per engine, traces every citation, and accumulates daily data into trends — so the number becomes explainable and improvable.
ChatGPT / Kimi / DeepSeek are scored separately — so you can see exactly which engine you're losing on.
Lists which sites the AI cited and how many times per engine, so you know where to invest in content.
Daily data builds into trend lines; when the sample is too small we label it “not enough data” rather than fake precision.
8 major engines are live today, each scored separately — 2 more are coming soon. We only label an engine "Live" once it actually works.
Digiday (May 2026) quoted a buyer's complaint: “run the same prompt through three tools and you get three different answers.” When measurement is a black box across the industry, scores are guesswork. Visibility guides decisions — so we publish our full methodology. A deliberate, white-hat choice.
OrcaScope is in private beta and recruiting now. We only ever show real feedback from real customers — so this space is intentionally empty rather than filled with made-up praise.
A quote from a real beta partner will go here. Want to be among the first and get featured? Join the waitlist.
A quote from a real beta partner will go here. Want to be among the first and get featured? Join the waitlist.
A quote from a real beta partner will go here. Want to be among the first and get featured? Join the waitlist.
Until we have real customer endorsements, the most honest proof is this: we use our own product daily to watch how competitors in this space move across AI engines. As beta partners and advisors come on board, they'll appear here.
Design partner program · First 10 beta partners get 3 months of Pro free, priority on requests, and a direct line to us.
Apply to joinYour brand's visibility inside AI answers: when people ask an AI, does it mention you, where does it rank you, and does it cite your site? We roll these signals into a 0–100 visibility score.
8 engines are live today — ChatGPT, Kimi, DeepSeek, Gemini, Doubao, Qwen, Perplexity, Grok — and the dashboard scores each separately; 2 more are coming soon.
A free checkup gives a first snapshot in minutes. Once you add a brand and prompts, monitoring accrues daily; trends usually become meaningful after one to two weeks. A single day is a small sample, and we flag “not enough data” rather than pretend precision.
No. We only query public AI answers, never touch your internal data, and require no scripts or tracking pixels. All you give us is your brand name and the prompts you want to monitor. See our Privacy Policy.
SEO optimizes your rank among blue links on a results page. GEO (answer-engine optimization) is about whether you appear in the answer the AI writes directly. As people increasingly ask AI instead of scrolling ten links, this is a new channel that runs alongside SEO.
The free plan covers 1 brand, 5 prompts and 3 checkups a month with a basic visibility score. Upgrade to Pro for continuous monitoring, trend lines and competitor comparison.
Join the waitlist for early access — and help shape the product.
