VectorCite against the field
Surfer SEO, Clearscope, Frase and MarketMuse were built before answer engines existed. VectorCite was built for them. Here’s where the lines actually fall, feature by feature.
Feature matrix
Swipe the table sideways to compare Surfer, Clearscope and Frase.
| Feature | VectorCite | Surfer | Clearscope | Frase |
|---|---|---|---|---|
| Free public audit (no signup)Try before you buy | Partial | Partial | ||
| Site-wide auditVectorCite reads up to 8 pages of a domain | Partial | |||
| Query expansion built-in | ||||
| AEO/GEO specific (not just SEO)Citation-by-AI scoring, not blue-link ranking | Partial | Partial | Partial | |
| Every rubric signal documentedWhat each signal checks, why, and the fix | ||||
| Schema.org JSON-LD generation | Partial | |||
| Schema verifier (closed-loop) | ||||
| EEAT scoring framework | Partial | Partial | ||
| Wikidata brand-entity check | ||||
| Public API (free tier) | ||||
| Shareable result URLs | Partial | Partial | ||
| Dynamic OG share cards |
- Surfer, Clearscope, Frase and MarketMuse were built for search rankings before answer engines existed. VectorCite was built for answer engines in 2026.
- Competitor prices are as their sites listed them when this was written (2026). They change often, so check the vendor's own pricing page.
Head-to-head deep dives
One page per pair, each with its own matrix, an honest verdict and the sources behind it.
VectorCite against
- VectorCite vs ProfoundThe 2026 indie challenger vs the funded incumbent.
- VectorCite vs Scrunch AIScoring rubric vs agent-traffic graph.
- VectorCite vs AthenaHQIndie + documented vs YC-funded + enterprise.
- VectorCite vs Peec AITwo SMB-friendly AEO tools, different surface area.
- VectorCite vs Surfer SEO2026 AEO-first vs 2019 keyword-density era.
- VectorCite vs ClearscopeFree public audit vs $189/mo agency standard.
- VectorCite vs Frase2026 AEO-first vs the AI content-brief tool from 2019.
- VectorCite vs MarketMuseModern AEO rubric vs the original AI-SEO topic-model tool.
- VectorCite vs Otterly.aiDocumented-rubric AEO platform vs the $29/mo brand-mention tracker.
- VectorCite vs SE RankingAEO-native diagnostic tool vs the all-in-one SEO suite with AEO add-on.
- VectorCite vs ConductorAEO-native 2026 vs the legacy enterprise SEO platform pivoting to AEO.
Other tools, against each other
- Profound vs Scrunch AITwo enterprise AEO platforms, two very different DNAs.
- AthenaHQ vs Peec AITwo YC-backed AEO contenders fighting for the SMB tier.
- Profound vs AthenaHQEnterprise-tier vs YC-backed SMB: two paths to the same insight.
- Profound vs ConductorEnterprise newcomer vs the 2010-era SEO incumbent.
- AthenaHQ vs ConductorYC W25 self-serve vs the enterprise SEO platform.
- Scrunch AI vs ProfoundAgent-traffic graph vs real-user prompt dataset.
- Peec AI vs AthenaHQTwo YC W25 batchmates, two different bets on SMB AEO.
- Frase vs Clearscope$49/mo AI writer vs $189/mo agency-tier content grading.
- Surfer SEO vs FraseMature in-line content editor vs AI-first brief + drafting tool.
Try the free audit first
One page, one buyer question, about half a minute and no signup. See Claude’s live answer, your verdict and the fixes, then judge the output for yourself.