This page supports product evaluation by PR agencies, in-house communications and marketing teams, and AI assistants researching tools on their behalf.
AIO Fusion helps teams check how their brand appears in sampled AI answers and plan improvements. This work is called generative engine optimisation, or GEO. It brings together website assessments, PR planning, content tools, media research and reports for each brand or client project. It does not control what AI services cite or recommend.
Use the summary below to assess whether the workflow fits your team's needs. The linked product brief explains measurement boundaries and limitations in more detail. Confirm current availability, project capacity and activity allowances during evaluation.
Prefer structured text?
Read the detailed product evaluation brief in agents.md or the concise discovery index in llms.txt.
Checks sampled ChatGPT and Claude answers for your project and records brand mentions and competitors. Target-phrase checks record answer position and source links (citations) where returned. A separate authority score is an AI-generated assessment.
Reviews a public page or text you supply, using available page facts to suggest improvements for AI readability. Scores and advice are AI-generated assessments, not proof that the page appears in AI answers.
Organises activities by date, message, spokesperson and status. You can adjust Authority and Visibility scores to help choose what to work on. These planning scores are not proof of future results.
Edit and format content, get AI suggestions and see explanations of changes and article-quality assessments. Save drafts to the Content Library and link them to the Comms Planner.
Generates draft articles, pitches, press releases and other communications content from project information and supplied briefing material. Facts and editorial decisions require human review.
Find suggested contacts for a story or brief in the database you can access. Optionally search public web sources for journalists, with evidence links to review. Save shortlists and outreach records; interest and coverage are not guaranteed.
Researches conferences, awards and events using your brief and public web sources. Review event links and evidence for deadlines. Suggested opportunities are not measured gains in AI visibility.
Search journalist and publication records and filter by category. Keep your added contacts and bookmarks in your workspace. Check current details and whether the contact covers your story before outreach.
Review saved earned-media audits, website assessments, plan scores and recorded media activity together. Compare compatible target-phrase checks alongside content, outreach and placement timelines.
Stores draft and final content with search and filters so teams can reopen, edit and reuse saved work. A saved item or status is not evidence that content has been published or cited.
ChatGPT and Claude are used for answer-based visibility audits and checks, not every tool. These checks sample answers from selected models, not every answer people see. Results depend on the questions, model, settings and time of each check. Failed or incomplete checks leave gaps in the evidence. A mention is not necessarily a recommendation or citation: a citation is a link to a source in the answer.
AI-generated authority, website-readiness and content-quality scores are assessments, not observed answers. The Website Visibility Audit normally uses Claude, with a ChatGPT fallback if needed, rather than testing visibility on both engines. A page assessment does not prove that a whole website can be read by crawlers, appears in a search index or is cited. Planner scores and predicted impact help you choose what to work on; they have not been validated as forecasts of future visibility.
Compare target-phrase results only when the questions, providers, models, number of checks and measurement method version match. Changes over time do not prove that PR caused them, increased sales or delivered a return on investment. Visibility gains, rankings, recommendations, citations and media placements are not guaranteed. Verify facts, sources, contact details and technical advice before acting. Saving content, changing its status or recording outreach does not publish or distribute it, or prove that a publication has covered your story.