You can't grow what you don't measure. Most Lovable founders have no idea whether ChatGPT, Perplexity, Gemini, or Bing Copilot ever mention them — let alone how often, for which prompts, or how they compare to competitors.
Lovable AI Visibility is the monitoring + remediation service. We track your brand and category prompts across every major AI engine, report citation share monthly, and ship the structural changes to your Lovable site that move the needle.
Think of it as Search Console for AI engines, plus a remediation team that actually fixes the gaps.
Who this is for
- Lovable brands appearing inconsistently (or not at all) in AI engine answers
- Marketing teams who need a defensible monthly AI-visibility report
- Founders building category leadership in a buyer-research-heavy niche
- Agencies wanting a white-label AI visibility deliverable for clients
- Anyone whose competitors are getting cited and they aren't
Main benefits
Multi-engine citation tracking
ChatGPT, Perplexity, Gemini, Bing Copilot, and Google AI Overviews — tracked monthly against a custom prompt set.
Competitor benchmarking
Who else is being cited for your prompts, and what they're doing structurally that you aren't.
Prompt-by-prompt insights
For every prompt you care about, we log the cited sources, the quoted snippet, and the gap to close.
Remediation backlog
A prioritized list of changes to your Lovable site — capsules, schema, llms.txt, entities — to flip prompts from 'competitor cited' to 'you cited'.
Crawler diagnostics
We confirm GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and Bingbot are reaching your Lovable site and not being blocked.
Monthly executive report
One clean PDF you can share internally that shows movement, competitive position, and the next month's plan.
How it works
- 1
Prompt set design
We work with you to define 30-100 prompts that cover brand, comparison, jobs-to-be-done, and category-defining queries.
- 2
Baseline measurement
We run the prompt set across all major AI engines and log the current citation share, sentiment, and competitive picture.
- 3
Remediate inside Lovable
We ship the structural changes — capsules, schema, llms.txt, entity graph — directly inside your Lovable project to close the highest-impact gaps.
- 4
Monthly tracking & expansion
Re-run the prompt set monthly, expand it as new buyer questions emerge, and report movement against competitors.
Why Lovable businesses need this
AI engines are quietly becoming the top of the funnel for B2B SaaS, professional services, and increasingly e-commerce. Brands cited in the answer get the demo request. Brands that aren't cited never enter the conversation.
Lovable sites are easier to optimize for AI visibility because we can ship schema, llms.txt, and structural rewrites without legacy CMS friction. That speed is your unfair advantage — if you measure and act on it.
Use cases & examples
SaaS comparison takeover
Tracked 40 'X vs Y' prompts. Client was cited in 6 at baseline. After 3 months of capsule rewrites and schema, cited in 22. Inbound demo requests from AI-engine traffic tripled.
Consultant becoming the source
A specialist consultant tracked Perplexity citations for 25 expert-question prompts. AIFun shipped 18 capsule articles to their Lovable site. Citation share went from 4% to 38% in 90 days.
Local visibility in AI Overviews
A multi-location service business tracked Google AI Overview appearance per market. After local schema + capsules, appearance rate went from 1/12 markets to 8/12.
Frequently asked questions
How accurate is AI citation tracking?+
We run each prompt multiple times to account for AI variance, log every cited source, and report aggregated trends. The directional signal is highly reliable; absolute numbers vary by engine and week.
Which engines do you track?+
ChatGPT (incl. web search), Perplexity, Google Gemini, Google AI Overviews, and Bing Copilot. We can add others on request.
How long until I see citation share improve?+
Faster than SEO. We typically see prompt-level changes within 2-6 weeks of remediation, because AI engines re-crawl aggressively.
Can I just run this myself with one of the AI visibility SaaS tools?+
You can — but those tools only measure. They don't ship the changes. The value of AIFun's service is the remediation work inside your Lovable site, not the dashboard.
Will this also improve my Google rankings?+
Usually yes. The structural work (schema, semantic HTML, capsule format, internal links, entity graph) overlaps heavily with Google ranking factors.
What if my category doesn't get many AI-engine searches yet?+
It will, and the brands that build authority now will own the future answer. We've never seen this signal go backwards.
Explore related Lovable services
See where you stand in AI engine answers
We'll run your top 10 buyer prompts in ChatGPT, Perplexity, Gemini, and Bing Copilot and send you the citation map. Free.