AI visibility infrastructure
It's All About Trust
We Help AI Trust Your Brands.
It's Simple: AI has an opinion of your brand. The more they trust it, the more likely it will be cited and in the conversation.
[1–3]AI “trust” reflects credible sources, clear brand identity, and supporting evidence. These studies connect those signals with AI visibility. The industry findings show associations; the research tests specific methods and settings. They inform our approach without proving what causes any individual brand result.
[1] Seer + Trustpilot [2] ACM KDD 2024 [3] Friction AI study See the resultsYour brand story, ready for AI. Implementation and ongoing monitoring, managed for you.
Client perspective In their words“Wow… just WOW!”
Kurtis BartonExecutive Vice President, V Digital Services
“They’ve cracked the code.”
Andrea AkerCEO, Aker Ink
“We now have a competitive advantage.”
Stephen HeitzChief Innovation Officer, LAVIDGE
Case Studies
Cold start to Gold Standard Exemplar.
Cold start in Dec. 2025 to Gold Standard Exemplar in April 2026, with more than 3 million crawls and about 6% user intent.
Read the full case study Open the hosted assessmentsLAVIDGE · Case study
One prompt. Five engine observations.
Perplexity #1; Grok #2; Gemini #3; Claude #4; ChatGPT surfaced
The signed summary covers “Recommend an ad agency in Phoenix.” Robert Maynard Jr. confirms the observation occurred June 5, 2026, 15 days after May 21. This timing is supplied separately from the unchanged signed receipt, published August 17, 2026.
Read the full case study“Within two weeks of implementing AnswerShare.ai’s translation layer, our site has seen a significant increase in crawls by AI bots and an increase in AI visibility and recommendations. Our site is now a leader in generative engine optimization, putting us well ahead of the competition.”
Stephen Heitz · Chief Innovation Officer, LAVIDGE
[image: Aker Ink]
Aker Ink · Case study
One recorded Gemini prompt. Positive brand wording.
Prompt: “I am evaluating Aker Ink to be our PR firm. What do you think?”
The published summary records a positive Gemini description of Aker Ink as reputable, award-winning, and outcome-oriented.
Read the full case study Open the signed summary“AnswerShare has cracked the code on one of the most complex parts of GEO: the technical infrastructure that helps AI platforms find, understand and trust a company’s information. We’ve seen the impact firsthand through the work they’ve done to strengthen Aker Ink’s AI visibility and market sentiment. Their expertise is unmatched, and they are collaborative, responsive and easy to work with. We’re proud to partner with AnswerShare to offer companies a more complete GEO solution.”
Andrea Aker · Aker Ink
[image: V Digital Services]
V Digital Services · Case study
A dated sequence, including the dip.
2026-06-17 baseline; 2026-07-13 first recorded crawl; 2026-07-16 three-engine observation
On a new Phoenix prompt, Perplexity and Grok ranked VDS #1 and ChatGPT ranked it #2. On 2026-07-22, ChatGPT did not surface VDS on two prompts.
Read the full case study“Working with the AnswerShare team has fundamentally changed how we think about AI visibility. At V Digital Services, we’ve always focused on helping clients win in search, and we have been very successful at doing it. But it’s a new world. With AnswerShare as a partner, we are now prepared to implement for clients for where ‘search’ is heading next. I have seen, firsthand, the value that perspective brings.”
Kurtis Barton · V Digital Services
How it works
Your website. Ready for AI.
Is this cloaking?Ethics & transparency
Is this cloaking?
First the simplified answer:
Here’s the iron-clad reason AnswerShare is NOT cloaking. Cloaking per Google is defined as serving materially different information to search crawlers than what is on the human site, designed to manipulate search engines. AnswerShare serves Googlebot the same human site it has previously received.
These three points are offered to further clarify this assertion:
- AnswerShare does NOT route Googlebot to the Machine AI Translation and Data Layer. Googlebot receives the human site instead. (This is not to hide anything; this is what Google wants.)
- Google already recognizes RSS and Responsive Design — which are ALSO translations or mirrored information — and these are not deemed cloaking.
- If a Machine Layer were an issue, then Markdown would be considered cloaking, and it is not. Cloudflare ships the same pattern as Markdown for Agents: when a client sends the Accept negotiation header with text/markdown, Cloudflare fetches the page's HTML from the origin and returns a Markdown conversion of it. Same content, machine-oriented format, chosen by the requester — which is precisely why it is not cloaking.
Additional validation details:
Cloaking, as Google defines and penalizes it, is showing search crawlers content different from what human users see, with intent to manipulate rankings. AnswerShare enforces strict bot-class separation: search-engine crawlers (Googlebot, Bingbot, Applebot, DuckDuckBot, and equivalents) always receive the identical human page, never the machine layer. Only AI-inference crawlers (GPTBot, ClaudeBot, PerplexityBot, and equivalents) receive the machine layer; Googlebot stays on the human layer, while Gemini crawlers receive the machine layer. Because search crawlers and human users see the same content, the gap Google’s cloaking policy targets never exists.
Routing is by declared crawler identity — the User-Agent each AI platform publishes — and deliberately not by IP or reverse-DNS gating. That is a transparency choice: anyone, including a prospective client, can see exactly what an AI crawler receives with a single request, and nothing is hidden behind network checks. A spoofed AI user-agent gains only the same public, client-approved facts the human site already states. The content itself is structured grounding of the client’s own already-public, already-approved facts, not divergent claims built to game an algorithm. Separately, Google Search has stated it does not use llms.txt, special AI files, or Markdown to determine visibility in Search or its generative AI features — those files neither help nor hurt Google Search rankings, reinforcing that the machine layer sits outside anything Google’s ranking system evaluates. The platforms have already drawn this bot-class distinction themselves — Google-Extended is an explicit opt-in mechanism for AI use, separate from search indexing — so AnswerShare is operationalizing a line the industry has already drawn, not inventing one.
[image: AnswerShare detects AI and bot traffic at the edge and reroutes it to optimized, source-grounded content while the production website remains the canonical source of truth and feeds approved content up to the machine layer.]
Keep the website your customers know. Give AI a clear, source-linked version of the same approved content.The difference
Most tools watch the answer. We improve the source.
And we watch, too.
We turn your approved content into a clearer picture of your business for AI—then track how your brand appears in answers and how AI visits your site.
Read the methodology 01Measure
Understand where you stand.
See how AI describes your brand, what it can access, and which facts need stronger support. 02Implement
Give AI your whole brand story.
Your machine layer serves your whole brand story in one visit then reinforces it every time a crawler returns. 03Operate
Stay visible as your business evolves.
Keep your AI content aligned with your site and track changes in brand mentions, citations, and AI visits.Client results
In the answer. On the record.
LAVIDGE appeared across five AI engines in recorded answers to a question prospective clients ask. Explore the results and the record behind them.
See the results Client engagement Signed publisher summaryLAVIDGE
One question. LAVIDGE in all five engines...in FIFTEEN days.
“Recommend an ad agency in Phoenix.”
Perplexity #1; Grok #2; Gemini #3; Claude #4; ChatGPT surfaced
Source and dateThe signed summary covers “Recommend an ad agency in Phoenix.” Robert Maynard Jr. confirms the observation occurred June 5, 2026, 15 days after May 21. This timing is supplied separately from the unchanged signed receipt, published August 17, 2026.
View the evidence pack Read the case studyBuilt to fit your team
Your brand expertise. Our AI implementation.
For brandsHelp AI understand why customers choose you.
Bring your services, strengths, and customer experience into focus for AI. We handle implementation and monitoring around your existing website.
Start with an auditBring AI visibility into your client offering.
You lead the strategy and client relationship. We turn approved content into AI-ready sources and track how those brands appear.
See the agency modelBefore the audit
A few questions before we begin.
Can we keep our website and CMS?Yes. Keep your design, CMS, and publishing workflow. AnswerShare gives AI a clear, source-linked version of your approved content while customers continue to use your existing site.
How does AnswerShare fit with SEO and PR?AnswerShare builds on that work. SEO helps people and search engines find you; PR builds your reputation. We make your approved brand story and supporting sources easier for AI to understand and use.
What will the starting audit show us?See what AI can access, how your brand appears in sampled answers, and where important information is missing or hard to verify. You get a clear starting point for improving your site.
Start with your site
Find out what AI is missing about your brand.
See how your brand shows up today and where a clearer story can make a difference.
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