FixAEO vs Novus

Pricing, capabilities and platforms side by side. Prices are as of the "Pricing checked" date in the table.

FixAEO

FixAEO scans eight AI engines daily — ChatGPT, Claude, Copilot, Gemini, Perplexity, Grok, DeepSeek, and AI Overviews — and surfaces a visibility score representing how often your brand appears in AI-generated answers about your industry. The dashboard ranks you against named competitors by share of voice, maps which domains AI engines cite when answering relevant prompts, and returns a prioritized fix list sorted by impact and effort. That fix list is where the tool earns its keep: instead of a raw score with no action, you get 'add FAQPage schema to top pages — high impact, low effort.' The free tier runs one scan per day with no card required, which means a team can validate the concept before committing budget.

Novus

Novus scans your codebase, auto-instruments product analytics without requiring engineers to tag events by hand, and monitors user flows for regressions — flagging broken interactions before they reach production. The agentic layer goes further: it reviews pull requests for UX issues, proposes fixes, and can open its own PRs with remediation code, though a human signs off before anything merges. That approval gate is a deliberate design choice, not a limitation. Where the system strains is on the monitoring side: the scraped page content available does not confirm depth of support for complex branching flows or highly customized event schemas, so teams with mature, bespoke analytics stacks will need to validate fit before migrating.

Specs come from each tool's own site and docs (how we test). AIDiveForge is editorially independent.