CiteFuel vs HubSpot AEO Grader: Brand Perception vs Actual Page-Level Fixes
| Feature | HubSpot AEO Grader | CiteFuel |
|---|---|---|
| Free to use | ✓ | ✓ (free instant audit) |
| Brand-level AI perception check | ✓ | — |
| Actual robots.txt crawl test | ✗ | ✓ |
| llms.txt check + generation | ✗ | ✓ |
| Page-level passage scoring | ✗ | ✓ |
| Schema AI-readiness test | ✗ | ✓ |
| Fix files generated | ✗ | ✓ |
| Depth | Domain/brand level | Page level, 23 checks |
Competitor details verified June 2026 from public pricing pages and market research; vendors change plans — check their site for current terms. Spot an error? Tell us and we'll correct it.
HubSpot's AEO Grader is a smart top-of-funnel tool — free, instant, shareable, and effective at getting marketing teams to think about AI visibility for the first time. If you haven't thought about AEO before, start there. HubSpot built something genuinely useful for awareness.
The limitation is by design: HubSpot's grader operates at the brand perception layer. It measures whether AI mentions your brand and how positively. It doesn't test whether GPTBot can access your content, whether your llms.txt is valid, or whether your passages are structured for extraction. These are technical GEO/AEO gaps that brand monitoring cannot surface.
CiteFuel's free audit is the natural next step after HubSpot's grader. You know you have an AI visibility problem (HubSpot told you). CiteFuel tells you specifically why — and then gives you the files to fix it. Both tools are free at the entry level; they answer different questions.
Run the technical audit HubSpot can't — free →
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