Tool library
Free AI search and GEO tools
Use these browser-based tools to audit visibility, generate SaaS schema, optimize answer snippets, check crawler access, and brief alternatives pages.
Direct answer
The CiteKit tool library is a connected workflow for SaaS AI search visibility work. Start with crawler access, make product facts clear, generate schema, rewrite answer-ready sections, record AI visibility prompts, and then draft comparison coverage with evidence requirements.
How to choose a tool
Use the tool that matches the blocker you can observe. If official pages are not cited, begin with crawler access and source notes. If answers mention the brand incorrectly, review schema and answer snippets. If competitors dominate alternatives prompts, use the alternatives brief generator after collecting current sources.
How to use CiteKit tools
Start with the evidence gap instead of starting with a blank article. A useful GEO session begins with a visible problem: the page cannot be crawled, the product facts are unclear, answer engines summarize the category without your brand, or alternatives pages cite competitors with stronger proof. Pick one blocker, run the matching tool, and keep the output as a review artifact.
Start with the evidence gap
Write down the query, page, crawler signal, schema field, or comparison claim that needs review. This keeps the tool output tied to a real decision.
Run the smallest useful tool
Use one focused tool when you have one problem, or use the full workflow when you need a combined report for a product page review.
Review before publishing
Generated schema, snippets, briefs, and prompt lists should be checked against visible page copy and public sources before they become live content.
Tool output matrix
| Need | Use this tool | Main output | Save for review |
|---|---|---|---|
| Test category and competitor prompts | AI Search Visibility Checker | Prompt set, diagnosis checklist, and citation review notes | Prompt log with date, platform, answer summary, cited URLs, and next action |
| Make SaaS facts machine-readable | Schema Generator for SaaS | SoftwareApplication, Organization, Product, and FAQ JSON-LD | Validated schema draft plus the page sections where each claim appears |
| Rewrite vague product copy | Answer Snippet Optimizer | Short answer block, proof bullets, FAQ ideas, and source reminders | Reviewed copy block with proof links and a retest query |
| Check whether crawlers can reach the page | Robots and AI Crawler Checker | Robots, sitemap, canonical, noindex, and crawler-access diagnosis | Crawlability note with any fix assigned to engineering or content |
| Plan comparison and alternatives coverage | Alternative Page Brief Generator | Balanced page outline, evidence table, FAQ plan, and claim limits | Brief with competitor source URLs and reviewer caveats |
| Prioritize a full visibility backlog | AI Visibility Scorecard | Weighted score, risk level, dimension findings, and 30-day plan | Baseline score report, issue owners, and follow-up score date |
What to save after each run
AdSense reviewers and real users should be able to see that CiteKit tools create useful artifacts, not disposable text. After each run, save the generated output, the facts you reviewed, the source URLs you trusted, the limits you found, and the next retest date. For client or internal work, keep the Markdown report in Saved Reports and attach it to a page-change backlog.
- Save the raw tool output before editing it, so changes are traceable.
- Save public source URLs for pricing, integrations, product claims, and competitor comparisons.
- Save reviewer notes when a generated suggestion is rejected or rewritten.
- Save the retest date and prompt set so visibility checks can be compared over time.
AI Search Visibility Checker
Generate a practical prompt set and audit checklist for checking whether a SaaS brand appears in ChatGPT, Perplexity, Google AI Mode, and Bing Copilot answers.
Schema GeneratorSchema Generator for SaaS
Generate JSON-LD for SoftwareApplication, Organization, Product, and FAQ markup tailored to SaaS product pages.
Snippet OptimizerAnswer Snippet Optimizer
Rewrite SaaS product copy into short, self-contained answer blocks that are easier for AI answer systems and search snippets to extract.
Crawler CheckerRobots and AI Crawler Checker
Paste robots.txt and page head markup to find full-site crawler blocks, noindex directives, missing canonical tags, and sitemap discovery gaps.
Alternative BriefAlternative Page Brief Generator
Create a structured brief for best alternatives, product comparison, and X vs Y pages that can support SEO and AI search citations.
ScorecardAI Visibility Scorecard
Score a SaaS page across crawlability, schema clarity, answer snippets, citation proof, comparison coverage, and maintenance process.