# Spotlora

> Spotlora is an AI-visibility tracker for mobile apps on the App Store and Google Play. Every week it asks ChatGPT, Gemini, Perplexity and Claude the questions people ask when they look for an app, with web search on, and reports whether a given app is named, who is named instead, which pages the answers cite, and what reached the store: visits, installs and revenue by assistant. It turns the results into recommendations with evidence and tracks them as experiments.

Spotlora is a web app for app developers and small studios. It is run by PitchCall, Inc. Website: https://aiviz-lime.vercel.app

## What it measures

- Mention rate per assistant: the share of tracked questions whose answer names the app, with a 95% interval, and how often the app is the first pick. A change between runs is reported only when it clears the noise.
- Products named instead (share of voice), read from the answers by a language model, with suggested competitors.
- Sources: the pages cited in answers that leave the app out, typed by kind (store listing, competitor, help center, forum, list), and the lists and reviews the assistants say they trust, with the page where an app can be submitted.
- Outcomes: website visits by assistant (site tag), App Store downloads by referrer (App Store Connect), Google Play installs with their install referrer (GA4 export), and revenue and subscriptions (RevenueCat), on one date axis with visibility.
- Store listings: the app's and competitors' listings per market and language, with changes tied to the questions that flipped after them.
- Recommendations: ranked actions (pages to write, listing facts to state, lists to get on) with the answers and quotes behind each, which can be tracked as experiments with a baseline, a target and a verdict.

## Method and limits

- Answers come from each assistant's API with web search on (for example gpt-5.4 and gemini-3.8-flash), one answer per question per run. The API is the same model family and search as the consumer app, but without the user's memory, location defaults or product cards, so a single answer can differ from what one person sees. Spotlora reports rates over many questions and weekly runs, not single answers.
- Per-assistant installs are a lower bound: Apple omits referrer rows below 5 per day.

## Example (a real account)

MusicTune AI, a song-generator app, run of 2026-10-27, 45 questions on ChatGPT and Gemini: ChatGPT named it in 36% of answers (95% interval 22–51%), Gemini in 4%. Suno was named in 69 of 90 answers. ChatGPT sent 1,126 visits to the app's website in the 7 days to 2026-10-26.

## Plans (USD per month, metered in answers = prompts × engines × runs × markets)

- Free, $0: 1 app, 10 prompts, ChatGPT and Gemini, every 2 weeks, plus a one-off free report.
- Starter, $39: 1 app, 40 prompts shared across up to 5 markets, all four engines weekly, about 690 answers a month.
- Pro, $99: 3 apps, 40 prompts each, all four engines weekly plus 5 starred prompts per app daily on ChatGPT, store and RevenueCat connectors, about 2,500 answers a month.
- Studio, $249: 10 apps, 30 prompts each, weekly plus 5 starred per app daily, extra apps $15 each, about 6,700 answers a month.

## Links

- [Home and free report](https://aiviz-lime.vercel.app/): paste an App Store or Google Play link and an email; 10 questions from the listing are asked on ChatGPT and Gemini and the result is a shareable page.
- [Sample report](https://aiviz-lime.vercel.app/r/hb8ZJGAbpcd3rY3uJsW9sx): MusicTune AI, asked on Gemini.
- [Privacy (draft)](https://aiviz-lime.vercel.app/privacy)
- [Terms (draft)](https://aiviz-lime.vercel.app/terms)