AEOLENS vs KNOWATOA

Knowatoa frames. AEOlens fixes.

Knowatoa wraps AI visibility tracking in its proprietary BISCUIT framework (Bots, Indexing, Sentiment, Competitive ranking, Unique sources, Intelligence, Truthfulness) and ships with daily prompt monitoring across 7 platforms. AEOlens covers the same visibility loop, then adds a 48-check structural audit and a per-signal fix list with copy-paste code — from $35/mo.

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Quick verdict

Pick the tool that matches the job

PICK AEOLENS IF…

AEOlens

  • You want to know what to change, not just how the page scores on a framework
  • You ship structural fixes (schema, robots, content) and want exact code per failing check
  • You don't need 7-platform tracking — the 5 models that drive buyer decisions today are enough
  • You want a free 1-scan/mo plan to evaluate without a credit card
PICK KNOWATOA IF…

Knowatoa

  • The BISCUIT framework is a feature your team values for reporting structure
  • You need 7-platform coverage including Meta AI and AI Mode in the base plan
  • Unlimited domains + unlimited team seats on the cheapest tier are a hard requirement
  • A dedicated account rep on the Starter plan is meaningful to your buying process
Feature matrix

Side-by-side, no asterisks

Feature
AEOlens
Knowatoa
Structural audit (per-URL signals)
Different mental model — BISCUIT is a 7-dimension score, AEOlens is a 48-check audit with per-signal fix output
48 weighted checks
BISCUIT framework rubric
AI Buyer Simulation across 5 models
Included from Starter
Prompt tracking across 7 platforms
Per-signal fix list with copy-paste code
Yes
No
Citation tracking + share of voice
Yes
Yes
AI crawler analytics (server-side)
Free on all plans
Bots dimension of BISCUIT
Community monitoring (Reddit / HN / X / PH)
Yes
No
Platforms included in base plan
5 (ChatGPT, Perplexity, Gemini, Claude, Grok)
7 (adds Google AIO, Meta AI, AI Mode)
Free plan
Free 1/mo + free public quick-scan
7-day free trial
Unlimited domains on entry plan
No
Yes
Looker Studio export
Roadmap
Growth tier
White-label for agencies
Agency $249/mo
Enterprise tier
Pricing comparison

Honest pricing, like-for-like

Tier
AEOlens
Knowatoa
Entry
Free
$0
1 scan/month · top 3 fixes · shareable report
Starter
$59/mo
30 questions · 2,790 answers · unlimited domains · dedicated rep
Self-serve
Starter
$35/mo
10 scans, full fix list, 4 simulations, all 5 models
Growth
$199/mo
100 questions · 21,700 answers · API · Looker Studio
Team / Agency
Growth / Agency
$99–$249/mo
Unlimited scans, 15–40 simulations, white-label PDF, multi-domain
Enterprise
From $499/mo
Higher question quotas, white-label, custom integrations

Knowatoa's $59 Starter is a real bargain for a prompt tracker — unlimited domains + a dedicated account rep on the cheapest tier is rare in the category. The trade-off is no per-URL structural audit and no copy-paste fix output. If you want both the tracker AND the fix loop, AEOlens is significantly cheaper at the comparable tier ($35 vs $59 entry, $99 vs $199 mid-tier).

See full AEOlens pricing
Deeper dive

The honest, longer answer

BISCUIT framework vs 48-check audit

Knowatoa's signature move is the BISCUIT framework — a 7-dimension rubric that summarises AI visibility (Bots, Indexing, Sentiment, Competitive ranking, Unique sources, Intelligence, Truthfulness). It's a clean reporting structure for teams that want a single-number dashboard. AEOlens trades that summary view for granularity: 48 individual checks across content, technical, schema, and structure, each with its own pass/fail, points weight, and exact fix code. Two different mental models — pick BISCUIT if you want a unified score for reporting; pick AEOlens if you want a fix list to ship.

Platform coverage trade-offs

Knowatoa covers 7 platforms in the base plan (the 5 AEOlens covers plus Meta AI and Google AI Mode). AEOlens explicitly does not yet cover Meta AI or AI Mode in the buyer simulation — both are on the roadmap. If those two platforms drive material buyer traffic for your category (consumer brands and US-centric search), Knowatoa's wider net is a real advantage. For B2B SaaS and most categories where ChatGPT + Perplexity + Gemini dominate, the AEOlens 5-model coverage is the practical equivalent.

When the dedicated account rep matters

Knowatoa giving every Starter customer a dedicated account rep is a structural choice that signals a higher-touch sales motion. For teams that want strategy advice + onboarding hand-holding, that's valuable. For teams that prefer to self-serve in the dashboard and email support only when something breaks, AEOlens is the right fit — single founder answering every email, no quota for support contacts, no quarterly business review meetings unless you ask for one.

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FAQ

Common questions, answered

Is AEOlens cheaper than Knowatoa?

At every tier with structural-audit functionality, yes. AEOlens Starter is $35/mo vs Knowatoa Starter $59/mo, and the AEOlens Free plan has no equivalent on Knowatoa (only a 7-day trial). At the top end AEOlens Agency is $249/mo vs Knowatoa Enterprise starting at $499/mo.

Should I use BISCUIT or the AEOlens 48 checks?

They're different abstractions. BISCUIT is a 7-dimension score useful for at-a-glance reporting. The AEOlens 48 checks are granular fix-targets — each check ships with the exact code to add, the points it's worth, and which AI models the fix affects. Most teams that adopt AEOlens use the 48-check view in the dashboard and the score as the headline; teams that adopt Knowatoa use BISCUIT scores in their reporting.

Does AEOlens cover Meta AI and Google AI Mode?

Meta AI and AI Mode are on the AEOlens roadmap but not in the buyer simulation today (June 2026). The 5 covered today — ChatGPT, Perplexity, Gemini, Claude, Grok — drive the bulk of B2B SaaS buyer traffic. If consumer / Google AI Mode is critical to your buyers, Knowatoa or Peec are the better current fit.

Can both tools track the same domain?

Yes — they don't conflict at the technical level. Some agencies run both for clients: Knowatoa for the BISCUIT score in monthly reports and AEOlens for the fix list developers actually act on. Most customers consolidate over time once they pick a primary view.