Compare · honestly measured

Quolens vs Brandlight

Brandlight is the funded enterprise player with the deepest source-usage classification in the category — cited, synthesized, crawled or ignored. Quolens is the self-serve instrument: a Confidence Score on every number and the memory-vs-live split, from €0. The honest comparison.

3 rows where Brandlight leads — shown the same weight

Line by line — including where we lose.

We don’t hide the rows we don’t win. If Brandlight 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.

Brandlight
Not surfaced per datapoint

No equivalent per-number reliability score in the public product.

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.

Brandlight
Source-usage classes, not a memory-vs-live split

Cited / synthesized / crawled / ignored — adjacent, not the same axis.

Self-serve, published pricing
What it costs, without a sales call.
Quolens
Free €0 / €49 / €199, published

Every tier published; start without talking to anyone.

Brandlight
Sales-led, no published pricing

Enterprise quotes only.

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

One brand, real engines, no signup wall.

Brandlight
No public free tier

Access is via the enterprise sales motion.

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

Live readings pulled straight into an MCP client.

Brandlight
Not documented publicly

No public MCP endpoint we can verify; marked unknown rather than guessed.

Source-usage classification depth
How each source actually gets used by the engine.
Quolens
Source buckets per citation

Solid buckets; not a four-way usage classification.

Brandlight
Cited / synthesized / crawled / ignored

The deepest published source-usage model in the category.

Agent / bot-traffic analytics
Server-log view of which AI crawlers hit your site.
Quolens
Not offered

Quolens measures the answer side, not your server logs.

Brandlight
Raw server-log ingestion

Verified capability — supply-side ground truth on crawler behaviour.

Funding & enterprise track record
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.

Brandlight
$30M Series A, enterprise customers

A well-funded vendor already serving enterprise brands.

Brandlight 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.

Brandlight · entry
Custom / enterprise quote

Brandlight is enterprise sales-led ($30M Series A); published self-serve pricing is not available. Quolens publishes Free €0, Starter €49, Pro €199.

Where Brandlight is the better fit

Choose Brandlight if you’re an enterprise brand that wants the deepest source-usage picture — whether each page was cited, synthesized, crawled or ignored — plus raw server-log analytics, and a sales-led contract fits how you buy. If you want to start today, free, and get a reliability score on every number, that’s what Quolens is for.

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 Brandlight.

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.