The brand appears in comparison prompts, but loses direct recommendation prompts to two competitors with stronger integration pages.
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.
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.
Missing from "best for startups" prompts
8 of 12 tested answer paths recommended competitors first.
Weak source trail
AI engines cited review directories and old listicles, not owned pages.
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?
How the first audit works
Four moves from unknown to actionable.
Map buyer prompts
We convert your category, positioning, and competitors into realistic buyer questions.
Check answer engines
We test brand mentions, rankings, summaries, sentiment, and citation behavior.
Find the gap
We compare your presence against competitors and highlight the prompts that matter.
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.
Buyer questions, engine behavior, brand position, competitor mentions, and answer notes in one table.
Owned pages, third-party pages, old directories, and weak citations that shape AI summaries.
The first pages, proof blocks, schema changes, and source fixes to ship for better AI answer material.
/agentranks.json exposes source-bound service facts for crawlers and agents.
Preview the weekly diff included in the $49/mo monitor before subscribing.
View the white-label deck shape used for client reporting.
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 auditSignal monitor
$49/mo
Weekly prompt checks, competitor movement, and a monthly executive summary.
Start monitorAgency desk
$149/mo
Multiple client profiles, white-label reports, and exportable recommendation decks.
Open agency deskFree 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.