Who is CueNalysis for, and who is it not for?
CueNalysis is for revenue, growth, marketing, and product leaders who want a consistent, scored competitive picture without burning internal analyst time to build one. It is not for teams that need implementation, media buying, or general consulting. We deliver the research and the ranked backlog; your team runs the plays.
What is measured and what is your judgment?
Three kinds of numbers appear in the report, and each is labeled. Measured: counts we observed directly, such as ranking keywords, review counts and ratings, article counts, every CTA and form, ad records, AI answer mentions, and which competitors bid on your brand terms. Estimated: provider models, such as organic traffic, search volume, and the paid-equivalent value of a demand gap. Analyst view: judgment applied to the evidence, such as threat scores, messaging frames, objection clusters, the opportunity map, test hypotheses and their scores, and confidence labels. Analyst view is direction, not measurement, and each claim is checked against the data it cites before it ships.
Which AI platforms do you measure?
Google AI Overviews and ChatGPT. ChatGPT coverage is US and English. We do not measure Gemini, Perplexity or Claude today. When a platform is added, it will say so here.
What exactly do I receive each month?
Three files: an executive brief built to be read in two minutes, an analyst deep dive with full scoring, per-competitor teardowns, and customer verbatims, and an engagement inventory spreadsheet cataloging every CTA, form, and conversion element across your tracked field.
How fast is the first report?
Your first report arrives within a couple of days of activation. After that, a new report arrives every month on a consistent schedule.
How do you choose which competitors to track?
Name the rivals you care about and they are pinned: tracked in full and featured in every report. Alongside them, discovery researches your brand, processes a deeper pool of ten or more, and ranks it by threat. Five competitors are featured with the full teardown. The rest of the scored pool stays visible: an emerging tier that can be promoted when a featured slot opens, and an incumbent watch on light collection when the field has one. A newcomer shows up here before it shows up in your pipeline.
Can I change who you track, or send a section back?
Yes. Add or remove pinned competitors any month. If a section misses, tell us what and that section is regenerated with your note, not the whole report. Your feedback is folded into the next run.
Can I share the report internally?
Yes, and you should. The report is licensed for unlimited internal use across your company. Save each month's delivery to one shared folder and it becomes the standing competitive record for every team.
How does the report get better over time?
Month one establishes the baseline. From month two, the report detects what changed since the last run: page messaging, pricing moves, media momentum, ad velocity, and AI answer share. Over quarters, trend lines accumulate and the report follows up on past competitor initiatives so you can see which of their bets paid off.
What data do you use? Do you need access to our systems?
No access needed. The analysis is built from public surfaces: your site, competitor sites, AI answers, search results, public reviews and community discussion, ad libraries, and public market signals like coverage and hiring. Anything not measured for your category is named as not measured rather than estimated.
How does billing work?
You pay every 3 months, in advance, for three monthly reports. Standard is $1,200 per 3 months, which works out to $400 a month. Your first 3 months are $800. The intro discount is for first-time subscribers only. Cancel anytime and your access runs to the end of the 3-month period you paid for.
How do I cancel, update my card, or see invoices?
From your account page. Sign in with a one-time code sent to the email you used at checkout, then choose Manage billing. That opens your Stripe billing page, where you can update the card, download invoices, or cancel. Cancellation takes effect at the end of the 3-month period you paid for. No password to remember, and your card details never touch our site.
How do I reach you?
The contact page, or [email protected]. Questions before you start, requests, a feature you want in the report, or a change to who we track. We read every note and reply from the same inbox.
