The search bar moved, and most brands didn't notice. Your customers now ask ChatGPT which supplier to trust, ask Gemini to compare options, ask Perplexity for a shortlist, and read an AI Overview before they ever click a link. The recommendation happens inside the answer — and by the time a buyer reaches your website, the decision is often already half-made. SentimentStack closes that blind spot: it makes the invisible visible, and the visible improvable.
You finally see what AI says about you — across every model
The foundational benefit is simple but profound: you can no longer be blindsided. SentimentStack runs scheduled scans across the major AI models and search engines, then captures, scores and stores every response. The Overview dashboard distils it into a single pane of glass — your visibility percentage, Share of Voice, sentiment trend, and how you stack up against competitors, all readable at a glance.
This is the difference between guessing and knowing. Instead of wondering whether AI engines mention you, you see your exact appearance rate. Because every scan is timestamped on the Scan Timeline, you get something no manual check could ever give you: history. You can prove a change you made last month lifted your visibility this month — turning AI presence from a vague anxiety into a managed metric with a trend line.
You learn the exact questions your buyers ask — and whether you win them
Visibility in the abstract is interesting. Visibility on the specific prompts that drive purchases is decisive. SentimentStack's Prompts engine lets you monitor the real questions customers ask AI about your category — "best alternatives to X," "who offers Y near me," "is Z any good" — and shows, prompt by prompt, whether you appear and how favourably.
The benefit is precision targeting. You stop optimising for vanity terms and start optimising for the handful of high-intent prompts that actually convert. The per-model Share of Voice breakdown shows where you're strong and where you're invisible — maybe you dominate one engine but vanish on another — so your effort goes exactly where the gap is. It's the closest thing there is to reading your customers' minds at the moment of decision.
You win the sources that AI actually trusts
Most brands never realise this: AI models don't invent their recommendations — they synthesise them from sources across the web. If you want to change what the model says, you have to change what it reads. SentimentStack's Citations analysis reverse-engineers exactly that: it surfaces the referring domains and pages models pull from when they mention you, scores their authority, and tracks the sentiment of each cited mention in a live feed.
The benefit is leverage. Instead of guessing at content, you get a target list of the specific high-authority sources shaping the AI narrative about you. Win a mention on the right domain, correct a negative one, and you're not tweaking a webpage nobody reads — you're editing the raw material the models use to answer millions of questions. It's the most direct lever available for actually moving an AI's opinion.
You protect and grow your reputation in one place
Reviews and mentions are scattered across a dozen platforms, and each one feeds the wider perception — human and AI alike — of whether you can be trusted. The Brand Reputation module aggregates them into a single reputation score with a trend line, a sentiment distribution, your Google Business Profile rank, and a unified feed of recent mentions you can sort, rate and respond to.
The benefit is early warning plus accountability. A cluster of negative reviews used to fester unnoticed until it tanked your rating; now it surfaces immediately, while you can still respond. Reputation stops being a soft, unownable "feeling" and becomes a number you can set a target against and report to leadership with confidence.
You dominate locally — suburb by suburb
For any business that serves a place, national averages lie. You can look healthy overall and still be invisible in the three suburbs that actually matter to revenue. Local Pulse solves this with geo-gridded local rank scans that show your visibility neighbourhood by neighbourhood, track your Google Business Profile and map rank over time, and generate a concrete optimisation plan for the areas where you're weak.
The benefit is granular, defensible local share. You can see precisely where you rank and where you disappear, schedule recurring scans to catch drift the moment it happens, and direct local spend at the exact postcodes where it will move the needle — instead of spraying budget across a region and hoping.
You keep the search rankings that still matter
GEO does not replace SEO — it sits beside it, and the smartest brands win both. SentimentStack tracks classic Google keyword rankings for you and your competitors side by side with your AI visibility, complete with rank distribution, history sparklines, keyword clustering and auto-suggestions for terms you should be tracking.
The benefit is one source of truth for all of discovery. The traditional and the generative live in the same dashboard, so you can see — for instance — that you rank #1 on Google for a term but are completely absent from the AI answer for the same query. That insight is invisible to single-purpose tools, and it's exactly where the next decade of opportunity lives.
You turn insight into a prioritised plan — not a pile of problems
This is where SentimentStack separates itself from every "dashboard" that merely shows you data and leaves you to figure out what to do. Every gap the platform finds is automatically converted into a ranked, assignable action in the Growth Plan. A prioritisation matrix plots each action by impact versus effort, so the quick wins are obvious. Actions are sorted by best ROI, carry workload estimates, and can be assigned, snoozed or batched — and Smart Triage even suggests moves for you.
The benefit is momentum. The hardest part of any analytics tool is the gap between "now I know" and "now I've done something." SentimentStack collapses that gap. Your team opens the Growth Plan and sees, in priority order, the single most valuable thing to do next. It transforms a stream of insights into a flywheel: monitor, decide, execute, measure the lift, repeat. That loop is the whole game — and it's the benefit that compounds.
You outmanoeuvre competitors with real intelligence
You're not optimising in a vacuum — you're competing for the same recommendations. The Battlefield gives you head-to-head Share of Voice and positioning against the competitors you track, while Experiments let you run repeatable, scheduled scans to measure the effect of every change you make.
The benefit is strategic clarity. You can see precisely where a rival is beating you in the AI answers, watch their trajectory, and pick the battles you can win. And because Experiments are controlled and repeatable, you stop arguing about whether a tactic worked and start proving it — bringing the discipline of A/B testing to a channel most competitors are still navigating blind.
You teach the models who you really are
Models can only describe you accurately if they have accurate information. Brand Context is your knowledge graph: a place to feed your values, products, differentiators and tone-of-voice rules so the AI's answers reflect reality instead of stale or scraped guesswork.
The benefit is control over your own narrative. Left alone, models fill gaps with whatever they find — outdated details, a competitor's framing, or plain error. By giving SentimentStack the source of truth, you raise the quality and accuracy of every AI answer about you. It's the difference between hoping the models get it right and actively making sure they do.
You execute faster, and never miss a shift
Insight and intention still need hands to do the work, so SentimentStack closes the loop. Content Studio helps you draft content engineered to be cited by answer engines. Content Audit grades your existing pages against GEO best-practice and surfaces quick wins. Audit Reports package it into shareable, exportable deliverables. And Alerts notify you the moment your visibility, rank or sentiment moves.
The benefit is speed and peace of mind. The work of improving gets easier and faster, the reporting writes itself, and always-on alerting means you can stop manually checking and trust the platform is watching the channel for you, day and night.
Built for teams, agencies and scale
SentimentStack is multi-brand, budget-aware and connected. Scan Budget lets you control exactly how much scanning runs, so you pace cost against value. Integrations wire in Search Console, reviews, WordPress and more. Role-based access supports teams and agencies managing many brands, and Workflows automate the recurring scans so the whole engine runs without babysitting.
The benefit is leverage at scale without chaos. An agency can manage a portfolio of clients from one place; an in-house team can give the right people the right access; and everyone can trust that costs are controlled and the routine work is automated.
The bottom line
The brands that win the next decade won't be the ones with the biggest ad budget — they'll be the ones AI engines consistently recommend. That outcome is no longer left to chance. SentimentStack gives you the three things you need to earn it:
You can't improve what you can't see. SentimentStack lets you see all of it — and then helps you win it.
Find out what AI is really saying about your brand.
Open your Command Centre with AIGEO Insights, or take the two-minute guided walkthrough first.