A brand monitoring analyst that reads the whole thread, not just the headline
Reads the whole thread, not the headline: it checks the sites you watch each morning and briefs you on what actually changed overnight.
It checks the sites you care about every morning, opens each mention, and hands you a sourced brief on what actually changed overnight.
Alerts tell you something happened. They don't tell you what.
A Google Alert lands in your inbox with a link and a 12-word snippet. To know whether it matters you still have to open the page, read the comment thread, figure out if it's a complaint, a competitor comparison, or someone praising you, and check whether it's spreading. By the time you've done that for fifteen alerts, the morning's gone and you've read nothing in depth.
This agent does the reading. Give it your brand name, your two main competitors, and the places you watch — G2, Trustpilot, Reddit, Hacker News, the trade press, a specific subreddit — and it browses each one on a schedule. It opens the page, follows into the thread, and pulls the quote that matters with a link back to the source. JS-heavy review pages and infinite-scroll forums included; it renders the full page, not just the first paint.
A morning brief reads like this:
- Three new G2 reviews — two 5-star (onboarding speed), one 2-star (a billing complaint, quoted verbatim with the link)
- A Reddit thread in r/marketing comparing you to a competitor, 40 upvotes, the top comment leaning your way
- A trade-press mention that called your new feature 'the one to watch' — full sentence quoted
- Sentiment shift vs. last week: positive up, the billing theme appearing for the second time
- Nothing on the competitors worth flagging, stated plainly so you don't go hunting
Every claim links to where it came from, so you can read the original in one click before you forward it to anyone. The agent keeps a running log of every mention in a Sheet and notes the recurring themes, so when the same complaint shows up three weeks running it tells you it's a pattern instead of a one-off.
Related pages in this workflow
These pages cover the adjacent jobs buyers usually compare before choosing an AI agent.
- AI Competitive Intelligence Analyst — The whole market, read for you: it watches competitor pricing, changelogs, and job boards and drops a cited brief the moment something moves.
- AI Academic Research Analyst — It reads the papers, not just the abstracts — a synthesized brief with inline citations, source links, and the contradictions flagged.
- AI Research Agent — Hours of digging, back in minutes: it reads the full sources and hands you a structured report with every claim cited.
- AI Research Analyst — Hand it a question and a deadline, get a brief that shows its work — figures, links, and the page each number came from.
- AI Data Analyst Agent — A data team without the headcount: point it at a CSV or Sheet and ask in plain language — it cleans, charts, and answers, with full undo.
- AI Due Diligence Analyst — Hand it a company name, get a brief you can trust: founders, funding, and litigation flags, each with a citation behind it.
- AI Equity Research Analyst — Hand it a ticker, get a cited brief — built from the 10-K, the latest call, and live multiples, every claim linked to its source.
- AI Real Estate Market Analyst — A neighborhood read in one sourced doc — comps, days-on-market, price per square foot, inventory trends — instead of twelve open tabs.
Frequently asked questions
How is this different from Google Alerts or a Slack RSS feed?
Those send you a link and a snippet. This agent opens the link, reads the comment thread, and tells you whether the mention is positive, negative, or a competitor comparison — with the quote and the source. You get a judgment, not a queue of tabs to open yourself.
Can it watch review sites like G2 and Trustpilot?
Yes. It browses them directly and renders the page fully, including review pages that load content with JavaScript, then pulls each new review's rating and text with a link back. A site occasionally throws up a bot wall; when a page won't open, the brief says so plainly rather than quietly skipping it.
Does it monitor my competitors too?
Yes — give it their names and it watches the same sources for them. The brief flags competitor mentions and comparison threads separately, and stays quiet on competitors when there's nothing worth reporting.
How often does it run?
Whatever you set in plain language: a daily 8am sweep, twice weekly, or an instant alert when a thread crosses a vote threshold or a specific outlet names you. You can change the cadence anytime by telling it.
Can it post replies or just watch?
It can draft a reply to a review or a forum comment for you to approve, and it can email it or hand it back for you to post. It won't publish anything on its own unless you tell it to.
How much does it cost?
$49/month or $490/year — cancel anytime. Setup is about four minutes — name the brand, the competitors, and the sites to watch, then pick when you want the brief. It's in public beta.
AI research analysts by field
One research agent that searches, reads, and cites — pointed at the sources and questions your field cares about.
- AI Research Analyst (hub) — Hand it a question and a deadline, get a brief that shows its work — figures, links, and the page each number came from.
- AI Academic Research Analyst — It reads the papers, not just the abstracts — a synthesized brief with inline citations, source links, and the contradictions flagged.
- AI Competitive Intelligence Analyst — The whole market, read for you: it watches competitor pricing, changelogs, and job boards and drops a cited brief the moment something moves.
- AI Data Analyst Agent — A data team without the headcount: point it at a CSV or Sheet and ask in plain language — it cleans, charts, and answers, with full undo.
- AI Due Diligence Analyst — Hand it a company name, get a brief you can trust: founders, funding, and litigation flags, each with a citation behind it.
- AI Equity Research Analyst — Hand it a ticker, get a cited brief — built from the 10-K, the latest call, and live multiples, every claim linked to its source.
- AI Grant Research Analyst — Finds the grants you actually qualify for: it reads the RFP, checks your eligibility, and hands you a sourced one-pager with the ask and deadline.
- AI Healthcare Research Analyst — Ask a clinical question, get an answer you can defend: a structured brief where every claim links to the paper, trial, or guideline.
- AI Junior Consultant — Brief to deliverable in a single session: it runs the research, organizes the findings, and builds the deck and the client-ready PDF.
- AI Legal Research Analyst — A memo where every claim has a link you can check: it searches the open web and reads the actual opinions and filings.
- AI Market Research Agent — A cited competitive briefing in your inbox on the cadence you set — competitors watched, trends tracked, a source behind every line.
- AI Market Sizing Analyst — TAM/SAM/SOM that shows its work — top-down and bottom-up, every figure traced back to the source it came from.
- AI News Briefing Agent — One briefing every morning, built around your world: your industry, your tickers, your topics — scanned, summarized, and waiting in your inbox.
- AI Policy Research Analyst — It reads the actual bill, not the press release — a sourced brief with section citations, agency dates, and the dissenting view.
- AI Procurement Research Analyst — A sourcing request, back as a cited supplier brief: shortlisted vendors, pricing signals, and lead times, with a source behind each.
- AI Real Estate Market Analyst — A neighborhood read in one sourced doc — comps, days-on-market, price per square foot, inventory trends — instead of twelve open tabs.
- AI Research Agent — Hours of digging, back in minutes: it reads the full sources and hands you a structured report with every claim cited.