Compare · honestly measured

Quolens vs Otterly.ai

Otterly.ai is the early-mover budget champion — 30,000+ users, a $29 entry and a bundled GEO site audit. Quolens is the instrument-grade reading: a Confidence Score on every number and the model-vs-live-grounding split. Here is the honest split — including the rows Otterly wins.

4 rows where Otterly.ai leads — shown the same weight

Line by line — including where we lose.

We don’t hide the rows we don’t win. If Otterly.ai is the better tool for your job, this table should tell you — that’s the point.

clear strengthpartial / nuancedthe other side leadsunknown / unverified
Per-datapoint Confidence Score
How much each number moved across 3 runs.
Quolens
On every number

Same prompt asked 3× per engine; each datapoint carries its reliability.

Otterly.ai
No per-datapoint confidence

Coverage and Net Sentiment figures ship without a per-number reliability score.

Model-vs-live-grounding split
Training memory vs live web fetch, per mention.
Quolens
Split on every mention

Separates the awareness problem from the content-freshness problem.

Otterly.ai
Not separated

Tracks mentions and links without an explicit memory-vs-live split.

Reading cadence
How often each tracked prompt is actually re-read.
Quolens
Daily, 3× per prompt

Every tracked prompt runs daily on paid tiers (weekly on Free).

Otterly.ai
Marketed daily; effectively weekly

Refresh reported as roughly weekly in practice on most plans.

MCP interface
Query readings from an AI client / agent.
Quolens
Built in from Starter

Live readings pulled straight into an MCP client.

Otterly.ai
API + MCP + Looker connector

Otterly ships API, MCP and Looker at SMB prices — credit where due.

Honest free tier
A real reading without a card.
Quolens
Free €0 forever, no card

One brand, real engines, no signup wall.

Otterly.ai
Paid entry at $29 Lite

A trial may exist; there is no published free-forever tier.

Entry price point
Cheapest paid plan in the category.
Quolens
Free, then €49 Starter

Free to start; the paid ladder is priced for the deeper instrument.

Otterly.ai
$29 / mo Lite

Undercuts the Quolens Starter — the budget champion of the category.

Bundled GEO site audit
Crawlability + content checks on your own pages.
Quolens
Not offered

Quolens reads answers and ships a brief; it does not audit your pages.

Otterly.ai
Crawlability + content checker included

A bundled AI-readiness audit alongside mention tracking.

Track record & real customer logos
We are pre-launch — no customers yet.
Quolens
Pre-launch — no customers yet

We have no customer logos to show and won’t invent them.

Otterly.ai
Early mover, 30,000+ users

A bootstrapped Austrian team with a large public user base.

Otterly.ai details reflect public positioning verified 2026-07-09; verify before quoting. Quolens is pre-launch — no customer logos or testimonials are shown, by design.

Pricing, with dates.

Quolens · published
Free €0 · €49 · €199

Free €0, Starter €49/mo, Pro €199/mo, Scale €499/mo — published, no card to start, 14-day full-depth trial.

Otterly.ai · entry
$29 / mo · Lite

Otterly publishes $29 Lite / $189 Standard / $489 Premium; Gemini, AI Mode and Claude are paid add-ons. Quolens publishes Free €0, Starter €49, Pro €199 — verify before quoting either.

Where Otterly.ai is the better fit

Choose Otterly.ai if budget is the constraint — the $29 entry is the cheapest serious tracker in the category — or if you want a bundled crawlability audit of your own pages alongside mention tracking. If you need to know how much to trust each number, and whether an engine ignores you from memory or from the live web, that instrument layer is where Quolens earns the difference.

We’d rather you pick the right tool than the wrong one with our name on it. The honesty above is the whole product — an instrument that flatters itself isn’t one.

See exactly how we measure
See it on your own brand

See your own brand read against Otterly.ai.

A real reading across the engines that matter — your Share of Answer, a Confidence Score on every number, in about a minute. Free, no card.