GitHub
Not connectedConnect to export this project’s build plan.
Sample data · Heat pump installer comparison
Settings
Connections
Lovable
Not connectedConnect to export this project’s build plan.
Budget · this month
Research stops and asks before it goes over either limit. Refreshing reuses what is still fresh.
Token budget
0.00M of 2.00M · 0%
Per project cap. Work pauses when it is reached.
Data spend cap
£0.00 of £40.00 · 0%
Per project cap. Work pauses when it is reached.
Sources
Where research looks for this project. Sensible ones are on for this idea; turn any off.
Search and demand
- Google searchSearches a month, last full monthAlways on
- Google results pagesWho ranks, questions people ask, forum threadsAlways on
- Google TrendsInterest over 5 yearsAlways on
- Rival websitesFeatures and pricing pages, read when you open CompetitorsAlways on
Complaints and reviews
- Forums and the webPosts and comments with mood and trend
- TrustpilotReviews of rival sites, up to 200 per rival
- YouTube commentsKept 30 days, then checked again or removed
- App store reviewsFor app ideas: Google Play and App Store
- Google reviewsFor local businesses
- Hacker News and GitHubFor developer tools
AI answers
- ChatGPT and Google AI OverviewsWhich sites answers name for your questions
Linked, not copied
G2, Stack Overflow and Product Hunt appear only as links from Google results. Their terms do not allow us to copy posts. Quotes we do keep never include the author’s name.
Locale and guardrails
en-GB · United Kingdom · British English
- Every claim needs a source domain and a quoted snippet.
- Flagged Evidence stays labelled until you review it.
- Grant figures must link to the current official page.
- No installer ranking without a stated method.