Integrations
Publishes to any CMS through schema-injected HTML, markdown and an llms.txt entry. Tracks ChatGPT, Perplexity, Gemini and Claude, and can be reached over iMessage. No named software integrations are listed.
Trovance AI
Tracks how AI answers buyer questions, then routes the fix
Intermediate
What is Trovance AI?
Trovance AI is a marketing tool that tracks how AI answers buyer questions, then routes the fix. Trovance AI monitors how ChatGPT, Perplexity, Gemini and Claude answer buyer questions about your brand, diagnoses the evidence gaps, and routes human-approved actions, then reruns the question to verify the change.
Trovance AI is a growth platform aimed at the way buyers now research vendors: by asking ChatGPT, Perplexity, Gemini or Claude for a shortlist before ever opening a website. It observes how those assistants answer a company's buyer questions, preserves the answers along with their citations and sources, and treats that record as evidence rather than a single visibility score. From there the product tries to explain why an answer went wrong. It separates problems of evidence, positioning, retrieval, product and buyer fit, then ranks the actions worth taking, including the option of doing nothing. Those actions can be drafted in the brand's voice or routed to the team that owns the fix, such as product marketing. A human approval step sits in front of everything that ships, and approvals leave a receipt. In practice the workflow runs as a nine-step loop: observe, diagnose, decide, produce or route, approve, publish, verify, re-observe and learn. Approved drafts leave as an agent-ready bundle (schema-injected HTML, markdown and an llms.txt entry) that works with any CMS. After publication, Trovance reruns the question and compares the new answer with the earlier one, tracking share of answer over time. A stored "Brain" keeps the brand's voice, ICPs, competitors and claims so they do not need to be re-entered, and it adjusts from edits and results. Competitor monitoring covers sitemaps, topic coverage and publishing cadence, and performance analytics places AI referrals next to classic search traffic. The target audience is lean B2B marketing and growth teams, plus agencies that want to run the same loop across several client brands. It is positioned as a layer after traditional SEO tools, not a replacement: SEO gets pages retrieved, while Trovance addresses how engines explain, compare and recommend a brand inside the answer. Compared with plain AI-visibility trackers that stop at a score, its pitch is the connected path from evidence to approved action to verified result. Access starts through a web sign-in or by texting a phone number over iMessage.
How do you use Trovance AI?
1Start from the homepage
Choose the sign-in option to create an account, or text the listed number from iMessage on an iPhone, iPad or Mac to ask how AI sees your company.2Capture your brand context
Provide your business, voice, ICPs, competitors and claims once so the Brain can apply them to later analysis and drafts.3Review observed answers
Look at how AI engines answer your buyers' questions, which sources they cite, and where competitors appear instead of you.4Work through the ranked actions
Check the recommended queue, then approve, edit or decline each item, including recommendations to take no action.5Publish and verify
Ship approved drafts through your workflow as an agent-ready bundle, then let Trovance rerun the question and compare the new answer.
Pros and cons
Pros
- Keeps observed answers, citations and sources as preserved evidence instead of reducing visibility to one scoreAI
- Diagnoses why an answer broke (evidence, positioning, retrieval, product or fit) before recommending an actionAI
- Human approval gate on everything that ships, with a receipt kept for each approvalAI
- Closes the loop by rerunning the question after publication and comparing answers over timeAI
- Exports agent-ready bundles (schema HTML, markdown, llms.txt entry) that work with any CMSAI
Cons
- Pricing, plan limits and trial terms are not stated on the homepage, so cost is unclear before signing upAI
- Built around B2B marketing teams and buyer-question workflows, so it suits few other use casesAI
- Engine coverage depends on the plan, so not every assistant is necessarily tracked for every customerAI
- Mandatory human approval keeps control tight but means output depends on team review capacityAI
- The iMessage entry point requires an Apple device, and the homepage lists no other messaging channelsAI
How much does Trovance AI cost?
Features
Buyer-question and AI answer monitoring with citations, diagnosis of evidence gaps, a ranked action queue, research-first drafting in your voice, governed publishing as agent-ready bundles, competitor monitoring, AI referral analytics, weekly share-of-answer tracking and a learning Brain.
Learn moreFrequently asked questions about Trovance AI
How do you use Trovance AI?
The walkthrough on this page covers 5 steps: 1. Start from the homepage 2. Capture your brand context 3. Review observed answers 4. Work through the ranked actions 5. Publish and verify.What platforms does Trovance AI support?
Trovance AI is available on Web App, iOS and MacOS.What does Trovance AI integrate with?
Publishes to any CMS through schema-injected HTML, markdown and an llms.txt entry. Tracks ChatGPT, Perplexity, Gemini and Claude, and can be reached over iMessage. No named software integrations are listed.What are the limitations of Trovance AI?
Pricing, plan limits and trial terms are not stated on the homepage, so cost is unclear before signing up. Built around B2B marketing teams and buyer-question workflows, so it suits few other use cases. Engine coverage depends on the plan, so not every assistant is necessarily tracked for every customer.
