AI visibility intelligence for SaaS and digital brands

Wenbyte Signal

See how AI engines describe your brand, which competitors they recommend, and what to fix before high-intent buyers ask their next question.

Sample mention rate 38%
Sample competitor gap -27 pts
Sample priority fixes 5 pages
The new search shelf

Buyers are asking answer engines for shortlists. Your brand is either in the answer or outside the room.

Wenbyte Signal turns messy AI recommendations into a board-readable audit: prompts tested, engines checked, competitor mentions, citation patterns, sentiment, and a prioritized content backlog.

Sample audit output

A report that points to revenue work, not vanity charts.

AI Visibility Score B2B analytics tool
62 /100

The brand appears in comparison prompts, but loses direct recommendation prompts to two competitors with stronger integration pages.

High

Missing from "best for startups" prompts

8 of 12 tested answer paths recommended competitors first.

Medium

Weak source trail

AI engines cited review directories and old listicles, not owned pages.

Fix

Create 5 intent pages

Comparison, alternatives, pricing proof, integration pages, and a refreshed FAQ.

What are the best lightweight analytics tools for a 20-person SaaS team?

ChatGPT#4
PerplexityAbsent
Gemini#3

How the first audit works

Four moves from unknown to actionable.

01

Map buyer prompts

We convert your category, positioning, and competitors into realistic buyer questions.

02

Check answer engines

We test brand mentions, rankings, summaries, sentiment, and citation behavior.

03

Find the gap

We compare your presence against competitors and highlight the prompts that matter.

04

Ship the backlog

You get a prioritized fix list for pages, messaging, proof, schema, and content.

What customers actually buy

A decision pack your team can use after the report is read.

View deliverables
Prompt evidence pack15+

Buyer questions, engine behavior, brand position, competitor mentions, and answer notes in one table.

Source trailURLs

Owned pages, third-party pages, old directories, and weak citations that shape AI summaries.

Decision backlog5

The first pages, proof blocks, schema changes, and source fixes to ship for better AI answer material.

AI-readable factsJSON

/agentranks.json exposes source-bound service facts for crawlers and agents.

Founding offer

Start with a manual audit. Subscribe when the signal is worth watching.

Starter audit

$19

One brand, 15 prompts, 3 competitors, and a written action list delivered by email.

Pay for audit

Free first check

Send one brand. Get a useful visibility snapshot.

Early customers get a manually reviewed response. If your category is a fit, the founding audit can turn into the first paid report.