Buyers use AI search to shortlist vendors. If those answers flatten you into a generic software company — or omit you — committees pick a clearer competitor. Start with a free, manually reviewed brief. Not an automated score.
Free for accepted, qualified B2B websites. Submission does not guarantee acceptance. Five buyer questions, three evidence-backed observations, two competitor comparisons, and one recommended next step—manually reviewed and delivered within two business days after acceptance.
Reviewed by LoudScale
Manual
Buyer questions
5
Evidence findings
3
After acceptance
2 days
AI Visibility BriefLoudScale · AI Visibility Brief
B2B sample · not a client
ChatGPTWhich B2B platforms should a mid-market SaaS team shortlist for revenue reporting?
Several software companies offer analytics and reporting tools for sales teams. Compare features, reviews, and pricing before you shortlist a vendor.
Three questions the B2B brief answers. Scope and deliverables are listed next.
Where ChatGPT, Gemini, and Perplexity mention or omit you for B2B and international buyers.
Who gets recommended instead, and in which buyer context they win.
What information AI systems may be missing about your company.
It is a documented check of how your company shows up when buyers use AI tools to find, compare, and choose providers.
LoudScale looks at mentions, descriptions, recommendations, citations, competitors, and the public evidence on your website. Results are a time-bound sample, not a permanent ranking.
Are you mentioned?
Do AI answers include your brand for buyer questions?
Is the description accurate?
Category, offer, and buyer fit stated correctly?
Who appears instead?
Which competitors show up, and why?
What should you fix first?
Clear website and evidence gaps to improve.
Start free. See the sample report for structure, charts, and package scope—commercial terms shared when fit is clear.
Limited preview: five buyer questions, three findings, two competitors, screenshots, and a short video—after acceptance.
Full baseline: 30 questions, three competitors, charts for mentions/citations/SoV, evidence appendix, and a 30-day plan. Async—no live call.
View sample reportExpert diagnosis plus homepage and commercial-page implementation, schema, content briefs, benchmark, and 30-day recheck.
Sprint scopeMonthly monitoring plus defined execution lanes after the audit or sprint—measurement and consistent delivery.
Partner plansA small commercial sample across major AI-assisted search experiences—not a claim of universal ranking.
01Discovery and recommendation style answers
02Search-assisted answer patterns
03Citation-forward answers and sources
04Where accessible in the target market
Every accepted brief records test date, market, language, platform conditions, and competitors. Access varies by market, account, model, and time.
Easy questions. Clear answers. No vanity scanner noise.
A limited preview only. It is not a full Expert Audit. Scope is clear so you know exactly what arrives.
Want to see the full Expert Audit structure (30 questions, competitors, 30-day plan)?View the sample report →
These limits protect review quality and keep the paid Expert Audit clearly separate.
Submit once. We review fit. Accepted briefs are researched and delivered with a short video.
01 — 05
Share the website, primary offer, target buyer, target market, two competitors, five common buying questions, current challenge, and expected implementation timeline.
We confirm whether the website and commercial situation are suitable for a manually reviewed brief. Submission does not guarantee acceptance.
LoudScale tests five buyer questions, compares two competitors, records important platform conditions, reviews visible evidence, and identifies three commercially relevant issues.
Accepted prospects receive the observations, screenshots, one recommended next step, and a short personalized video within two business days after the required information is complete.
Keep the brief with no obligation. If a complete baseline or implementation is useful, LoudScale can scope the Expert AI Visibility Audit or AI Search Growth Sprint.
Each page is localized by buyer questions, competitors, language, and source environment. No physical office is claimed unless listed on the official site.
Buyers use ChatGPT, Gemini, and Perplexity to shortlist Mumbai firms. If those answers flatten you into a generic software company—or omit you for UK and US buyers—committees pick a clearer competitor.
View Mumbai market
Bengaluru technical buyers and overseas product evaluators read past the homepage. If ChatGPT, Gemini, or Perplexity cannot retrieve your docs, integrations, deployment facts, or security material, alternative prompts shortlist a clearer competitor.
View Bengaluru market
Delhi, Gurugram, and Noida buyers act as one committee market. If ChatGPT, Gemini, or Perplexity can only repeat “end-to-end solutions,” named practitioners and credentialed competitors take the shortlist.
View Delhi NCR market
Dubai, the UAE, and the GCC are three different buyer frames. If ChatGPT, Gemini, or Perplexity only see a “global” claim with no country list, expansion shortlists move to a competitor that names markets and proof.
View Dubai market
London sits in a dense UK source field. If ChatGPT, Gemini, or Perplexity can only call you a city software company—with no UK fit, credentials, or regulated proof—buyers shortlist a better-documented competitor.
View London market
A New York enterprise shortlist is not one claim. Finance, security, operations, procurement, legal, and executives each need different proof. ChatGPT, Gemini, and Perplexity can list a vendor and still withhold a recommendation when security, scale, or implementation evidence is missing.
View New York market
San Francisco technical buyers do not stop at the homepage. ChatGPT, Gemini, and Perplexity follow documentation, trust centers, integrations, benchmarks, and developer discussion. A product can be known as an AI platform from San Francisco and still disappear from constrained alternative prompts.
View San Francisco market
Canadian buyers asking ChatGPT, Gemini, and Perplexity often receive US-heavy category answers. A Toronto address is not Canadian suitability. Without availability, data residency, support, terminology, and local customer evidence, North America defaults to a US vendor list.
View Toronto market
APAC is not a service definition. Buyers using ChatGPT, Gemini, and Perplexity need a country list that moves from Singapore to Southeast Asia to wider APAC. A Singapore location does not prove regional suitability when the answer cannot name markets, partners, or customers.
View Singapore market
Australian buyers asking ChatGPT, Gemini, or Perplexity for a shortlist often get a global vendor list. Support hours, Australian customers, data handling, procurement language, and local terminology drop out. A Sydney address is not Australian fit.
View Sydney market
A Dublin headquarters can be correctly named while Ireland, UK, and EU buyers still cannot tell who you serve. Legal location, operating footprint, and served markets are different facts. HQ recognition is not a market proposition.
View Dublin market
Amsterdam scale-ups are often labelled a Dutch technology company without a usable product category. Amsterdam, the Netherlands, Benelux, and the EU are different scopes. English is the primary test language; Dutch is included only with competent support. Category and language claims must agree.
View Amsterdam marketSupporting reading. These are editorial pages — not a substitute for a manually reviewed brief.
ArticleLearn how to track and measure your brand visibility across AI search platforms like ChatGPT, Gemini, and Perplexity. Tools and metrics for AI search brand monitoring.
Read
ArticleMake your brand discoverable in AI search results in 2026. Learn Generative Engine Optimization (GEO) strategies for visibility in AI-powered search.
Read
ArticleLearn how to build AI citation SEO and become a referenced source for AI search engines. Proven strategies for brands to get cited in ChatGPT, Gemini, and Perplexity responses.
Read
GuideA practical GEO guide covering how to optimize content for ChatGPT, Perplexity, Gemini and AI Overviews using entity-based strategies and structured data.
ReadClear evidence. Honest limits. A practical next step for founder-led B2B teams evaluating AI search visibility.
How we operate
01–04
Real observations and limits—not a mystery AI score.
Crawlability, commercial pages, entities, and answer samples in one system.
Findings ranked by buyer value and implementability.
Strategy stays connected to a named LoudScale operator.
Start free. See the sample report for charts, findings structure, and package scope.
Brief → Expert Audit → Growth Sprint → Growth Partner. Commercial terms shared when fit is clear.
30 buyer questions, competitor SoV, evidence appendix, 30-day plan. Async report + recorded briefing—no live call.
03 · ImplementDiagnosis plus agreed website, entity, schema, and content implementation—with verification and a 30-day recheck.
Built for founder-led B2B SaaS and service businesses with a clear offer and capacity to grow.
Straight answers on what is free, what is not guaranteed, and how delivery works.
It is a limited, manually reviewed preview of how your company appears for five commercially relevant buyer questions. It includes sample observations across ChatGPT, Gemini, and Perplexity, two competitor comparisons, three evidence-backed issues, one description-accuracy example, one immediate recommendation, supporting screenshots, and a short personalized video. It is not a complete AI visibility audit.
Yes, accepted Opportunity Briefs are free. LoudScale limits the number reviewed each week to protect quality. The website, commercial fit, and information supplied are reviewed before acceptance, so submission does not guarantee delivery.
No. LoudScale's public AI Visibility Readiness Checker assesses signals available in public HTML and labels the result as readiness. The Opportunity Brief manually reviews a small sample of actual buyer questions and documents observed descriptions, mentions, citations, competitors, and limitations.
The Opportunity Brief includes sample observations from ChatGPT, Gemini, and Perplexity. A complete Expert Audit may also review Google AI search experiences where accessible in the target market. Availability and behavior can vary by market, account, model, language, and time.
No. LoudScale can document the current sample, identify evidence and readiness gaps, and implement agreed improvements. Rankings, mentions, citations, recommendations, traffic, leads, and revenue depend on third-party systems and cannot be guaranteed.
The measurement layer is different because it examines generated answers, mentions, descriptions, recommendations, citations, and competitors. The implementation foundation still overlaps strongly with good SEO: crawlability, indexability, useful commercial pages, clear entities, evidence, internal links, appropriate structured data, and credible third-party sources.
No. Appropriate structured data can reduce ambiguity and support machine understanding when it matches visible content. It cannot compensate for vague positioning, weak evidence, poor pages, or missing third-party authority, and it does not guarantee citations.
Not for Google Search. Google states that llms.txt and other special AI text files are not required for its generative search features and do not improve Google rankings. LoudScale may maintain an accurate llms.txt as an optional machine-readable site summary, but it is not treated as a ranking tactic.
Results can vary by platform, model, prompt wording, target location, language, account state, personalization, time, and repeated execution. LoudScale records the important test conditions and presents a documented visibility sample rather than claiming a permanent universal ranking.
Accepted briefs target delivery within two business days after acceptance and complete intake. Submission alone does not start the clock; LoudScale reviews fit first.
The Expert AI Visibility Audit expands the work to 30 discovery, comparison, and purchase-intent questions, three competitors, up to ten priority website pages, a complete evidence appendix, and a prioritized 30-day action plan.
Yes, for qualified companies. The AI Search Growth Sprint combines the Expert Audit with agreed website, entity, structured-data, commercial-page, and content-foundation improvements. Larger development, redesign, migration, digital PR, and outreach requirements are separately scoped.
Not for the free Opportunity Brief or the standard Expert Audit, which use public information and the intake supplied. CMS, Search Console, analytics, or administrator access may be required for implementation work and is requested only when relevant to the agreed scope.
Tell us what you sell, who buys it, and which questions matter before purchase.
LoudScale reviews fit first—submission does not guarantee acceptance. Clear yes/no by email.
Step 1 of 3: You and your website
AI Visibility Opportunity Brief
Free for accepted B2B websites
