SIGNAL analyzes your public website and the questions your buyers ask. SIGNAL turns evidence into separate AIO, GEO, and SEO readiness views, with prioritized actions you can work on.
For founders, marketing teams, and businesses that want clearer answers about their AI discovery readiness.
SIGNAL powers Acquire, and the answers in Convert.
In WEAVIST ACE, SIGNAL finds the gaps between buyer questions and your public information (Acquire) and supplies cross-page answers with source links on the improved site (Convert). SPATIAL handles tours and the operator workspace.
SIGNAL is an AI visibility diagnostic tool for teams that need to decide what to change on a public website. Here is what you can evaluate with SIGNAL today.
What does an AI visibility diagnostic tool tell you?
SIGNAL examines a public website against buyer questions and reports separate AIO, GEO and SEO readiness estimates, supporting evidence and prioritized actions. SIGNAL helps founders, web marketing teams and website developers identify changes to investigate. A readiness score is not a measurement of traffic, rankings or citations across every AI provider. SIGNAL is live and public at signal.weavist.ai.
Can we evaluate AI search readiness without installing plugins?
Yes. SIGNAL starts with a public website URL, buyer questions, market, language and important pages. SIGNAL does not require a website plugin or CMS connection for public-site checks. When using SIGNAL, confirm the proposed questions before running the assessment, then review the retrieved evidence and unknowns. Analytics access and private data integrations require a separate scope; inaccessible content cannot be treated as verified.
How should a marketing team compare AI visibility platforms?
SIGNAL offers web marketing teams a bounded public-site diagnosis and copyable improvement tasks. For a shortlist, compare SIGNAL with ZipTie, OtterlyAI, Peec AI and MaxAEO using the vendor descriptions below. Their published scopes cover AI answer monitoring, analytics and optimization. To compare SIGNAL with another AI visibility platform, check the engines and questions actually observed, evidence dates, unknowns, task handoff, access requirements and total scope. SIGNAL’s continuous historical tracking remains in development; confirm scope and pricing before choosing. These are options to investigate, not a tested ranking.
SIGNAL evaluates public site content and is useful when your team can act on specific gaps in the answers buyers need. Start with a defined question set and an owner for the changes. Agree how to check the result: readable answers and working enquiry paths can be checked on the site; indexing, AI citations, qualified enquiries and ROI require separate outcome evidence. SIGNAL does not establish business value from a higher readiness estimate alone.
How do we turn audit recommendations into developer tasks?
For a developer handoff, SIGNAL recommends copying the action list and adding a page URL, the buyer question, observed evidence, the proposed change, an owner and an acceptance check for each selected task. For example: on a product page, answer whether a plugin is needed; verify that the answer appears in the delivered HTML and that the request path retains the selected product. Keep unknowns explicit and rerun with the same questions, market and assessment mode. Estimated effort and conditional improvement are planning inputs, not completed work.
WEAVIST AI maintains these answers; linked vendor pages describe their own products. The dated public example assesses our own website and is not an independent review or customer result.
Use SIGNAL to decide which website and content changes deserve attention, then agree how to verify them. SIGNAL is live and public.
Who it fits
For founders, marketing leads, and website teams who own a public website and can act on its findings.
You need a shared starting point for AI discovery and search readiness.
You can confirm the buyer questions, market, and business goal.
You have an owner for content or website changes after the assessment.
The decision it helps you make
A website can describe a product without answering the questions someone needs to choose it. SIGNAL connects your questions to public evidence and a prioritized action plan.
Check access, readable page information, company identity, and supporting evidence.
Separate observed gaps from questions that still need research or internal data.
Choose a concrete next change with a reason and verification step.
What you provide
Start with a public website URL. Review and correct the proposed goal before running the assessment.
Company name, business outcome, and evaluation horizon.
Buyer questions with their language and market, plus relevant competitors.
Target discovery channels and important page paths; AI suggestions need your confirmation.
What you receive
SIGNAL presents separate AIO, GEO, and SEO readiness views and an action plan you can discuss with your website team.
Recommended actions with rationale, estimated effort, and implementation steps.
A copyable task list for handoff; the public example below is a separately prepared evidence report.
Current and projected readiness values are diagnostic estimates, not measured traffic or citation gains.
How a first evaluation works
Prepare your URL and the decision you want the assessment to support.
Open SIGNAL and enter the website URL.
Review the proposed buyer scenario and questions; correct them before assessing.
Review the findings with an implementation owner and agree the next verification.
How it fits your workflow
A first public-site assessment starts from a URL. Your team applies approved changes through its existing website and content workflow.
Public-site checks do not require installing a website plugin.
AI drafting and query research use Google Cloud Vertex AI and Google Search; accessible homepage content can be processed during drafting.
Analytics, Search Console, CMS connections, scheduled reports, and implementation work require separate scope and permissions.
What the assessment can and cannot establish
SIGNAL uses bounded public checks and Google-grounded query research. Coverage depends on what can be retrieved and verified.
AIO, GEO, and SEO readiness scores do not prove indexing, rankings, or appearances in any provider’s live answers.
Blocked pages, unavailable search research, and missing internal evidence leave parts of the assessment unknown.
It does not automatically publish changes; historical tracking and measured business outcomes need an agreed follow-up workflow.
How to evaluate cost
Request a quote against an agreed scope. No fixed subscription or usage price is published on this site.
Define the websites, markets, languages, and buyer questions to assess.
Agree the depth of research, report review, and any content or technical implementation.
Separate the first assessment from integrations, repeat assessments, and outcome measurement when requesting a quote.
What a useful first result looks like
Judge the evaluation by whether it supports a decision your team can act on.
The website, buyer questions, market, and evidence date match the agreed scope.
Each selected action has a reason, an owner, and a way to check the change; evidence gaps remain visible.
Agree separate measurements for indexing, citations, visits, or enquiries if those are your goals.
Inspect the inputs, observations, evidence, and limits before requesting access.
WEAVIST SIGNAL
Can buyers find the answers they need?
Follow a buyer question from website evidence to a concrete improvement and an acceptance check. Use our own site as an example, or open SIGNAL directly.
Share your public website, use case, intended market and language, and any pages outside the assessment scope. You can also try SIGNAL directly at signal.weavist.ai.