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Comparison · honest feature matrix

VectorCite vsthe field.

The honest matrix. Surfer SEO, Clearscope, Frase and MarketMuse all built before answer engines existed. VectorCite was built FOR them. Here's where the lines actually fall.

FeatureVectorCiteSurferClearscopeFrase
Free public audit (no signup)
Try before you buy
partialpartial
Site-wide audit (8+ pages)
partial
Query expansion built-in
AEO/GEO specific (not just SEO)
Citation-by-AI scoring, not blue-link ranking
partialpartialpartial
Full rubric exposed (no black box)
Every signal, every weight visible
Schema.org JSON-LD generation
partial
Schema verifier (closed-loop)
EEAT scoring framework
partialpartial
Wikidata brand-entity check
Public API (free tier)
Shareable result URLs
partialpartial
Dynamic OG share cards
Entry price (INR equivalent)
partial
Indian-market pricing (INR)

Surfer, Clearscope, Frase, MarketMuse all entered the market 2019-2020. VectorCite is the 2026 AEO-first contender.

Entry prices benchmarked at the time of writing: Surfer ~$89/mo, Clearscope ~$189/mo, Frase ~$15/mo, MarketMuse ~$200/mo.

"Partial" means the feature exists in some form but isn't first-class. "Yes" means it ships free.

Head-to-head deep dives

Profound vs Scrunch AI

Two enterprise AEO platforms, two very different DNAs.

AthenaHQ vs Peec AI

Two YC-backed AEO contenders fighting for the SMB tier.

VectorCite vs Profound

The 2026 indie challenger vs the funded incumbent.

VectorCite vs Scrunch AI

Scoring rubric vs agent-traffic graph.

VectorCite vs AthenaHQ

Indie + transparent vs YC-funded + enterprise.

VectorCite vs Peec AI

Two SMB-friendly AEO tools — different surface area.

VectorCite vs Surfer SEO

2026 AEO-first vs 2019 keyword-density era.

VectorCite vs Clearscope

Free public audit vs $189/mo agency standard.

VectorCite vs Frase

2026 AEO-first vs the AI content-brief tool from 2019.

VectorCite vs MarketMuse

Modern AEO rubric vs the original AI-SEO topic-model tool.

Profound vs AthenaHQ

Enterprise-tier vs YC-backed SMB — two paths to the same insight.

Profound vs Conductor

Enterprise newcomer vs the 2010-era SEO incumbent.

AthenaHQ vs Conductor

YC W25 self-serve vs the enterprise SEO platform.

Scrunch AI vs Profound

Agent-traffic graph vs real-user prompt dataset.

Peec AI vs AthenaHQ

Two 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 Frase

Mature in-line content editor vs AI-first brief + drafting tool.

VectorCite vs Otterly.ai

Open-rubric AEO platform vs the $29/mo brand-mention tracker.

VectorCite vs SE Ranking

AEO-native diagnostic tool vs the all-in-one SEO suite with AEO add-on.

VectorCite vs Conductor

AEO-native 2026 vs the legacy enterprise SEO platform pivoting to AEO.

Try the free audit first.

30 seconds. No signup. Score your page on the same 38 signals AI engines use to decide what to cite. See for yourself if VectorCite's output beats the alternatives.