AI answers, users don’t click
When AI recommends three brands in a sentence, page-one rankings don’t matter. Either you’re in the answer or you’re invisible.
Your customers ask AI. Make sure you’re the answer.
Glaring is the AI Visibility Platform that shows you exactly what AI says about your brand: the sources it cites, the threads it trusts, and the gap to close next.
Your brand’s AI visibility, on one scoreboard
Citation share, recommendation rate, and the exact gaps to close, refreshed every week.
Citation Share12.4%+1.3% this week
Recommendation Rate14.9%+2.1% this week
Open Opportunities47ranked & ready to engage
Citation Share Trend · 12 weeks
Top Citation Gaps
Best options for switching in 2026?7×
What do you all actually use?6×
The complete comparison thread5×
3× AI engines tracked weekly
500+ cited domains mapped per brand
21-day rolling gap detection window
Daily community opportunity scans
Search changed. Your playbook didn’t.
You can’t see the scoreboard
Traditional analytics can’t tell you how often AI cites you, which competitors it prefers, or why. You’re optimizing blind.
The sources are shifting
AI engines lean on listicles, review sites, and Reddit threads. These conversations change weekly. Yesterday’s snapshot is already stale.
Everything you need to win the AI answer
Glaring runs your market’s real questions through AI engines every week and turns the responses into an operating system for your brand’s AI visibility.
Citation Share
See exactly which domains AI cites when answering your category’s questions, and where your brand ranks among them, week over week — overall and by topic.
Recommendation Rate
Beyond mentions: how often does AI actively recommend you? Track the highest-value signal in AI search, per prompt and over time.
Citation Gaps
The pages and threads AI trusts where your brand never appears — ranked by influence and curated into a recommendation queue your team works from proposed to done.
AI-Cited Reddit Threads
The exact community conversations AI cites in your category, with sentiment, key quotes, and whether you’re part of the conversation.
Opportunity Queue
Fresh, high-intent threads scored and prioritized daily. Your community team gets an action list, not a research project.
Weekly & Monthly Reports
Monday-morning snapshots and monthly rollups with key insights and action items — and GLOW monitors the data pipeline daily, so your numbers never silently go stale.
From signal to action
Every insight traces back to a real AI response and a real conversation, so acting on it takes one click, not a research project.
Best options for switching in 2026? Here’s what I found…
What do you all actually use? (honest answers)
The complete comparison thread — updated monthly
Work the threads AI trusts
The exact Reddit threads AI leans on, with citation counts, sentiment, and whether you’re in the conversation. Every thread carries a working status — new, sent, done — so your community team runs it like a queue and nothing slips.
“What’s the best option for first-time buyers?”
ChatGPTPerplexityGemini
For most first-time buyers, three names come up consistently across recent reviews and community threads: YourBrand, Cadence, and TaskLoop. YourBrand is frequently recommended for its onboarding and support quality…
Read exactly what AI said
Every weekly response is stored verbatim, with your brand’s mentions highlighted and recommendations flagged — and an AI judge screens out false-positive mentions before they count, so the words always back the numbers.
yourbrand.comSuggest prompts
What’s the best option for first-time buyers?
Getting startedIs YourBrand worth it compared to Cadence?
ComparisonsCheapest way to get everything in one plan?
Price & valuePrompts for prompts
Don’t start from a blank page. Give Glaring your domain — it reads your site and drafts the buyer questions AI engines actually get asked, grouped into topics and ready to edit before anything runs.
Comparisons
Getting started
Price & value
Citation share by topic · this month
Topics that report like campaigns
Prompts live in topic sets, and every metric slices by topic — so you can see you’re winning comparison questions at 42% share while pricing questions lag, and put your effort exactly there.
r/cordcuttersr/BuyItForLifer/HomeImprovement+ 4 more
switchingalternativesbundlerenewal
“which should I buy”“is it worth it”“vs”“recommend”
Tuned to the communities AI trusts
You define the subreddits, keywords, and buying-intent signals that matter in your market. Glaring scans them daily, scores every thread for intent, and flags the conversations AI engines are already citing.
Done
Pitch the missing comparison listicle on a top review site
In motion
Answer the buying-advice thread cited 26× by AI
Next
Refresh the pricing page — engines cite outdated plan names
A recommendation engine with a human editor
Every week Glaring mines the new answers for gaps and drafts recommendations. Your team — or GLOW — curates the queue from proposed to done, and that same queue powers the action items in every report. One brain, not two.
How it works
01
Track the questions that matter
We configure the real questions your customers ask, then run them through ChatGPT, Perplexity, and Gemini every week, capturing every response, citation, and mention verbatim.
02
Find the sources AI trusts
Glaring maps the listicles, review sites, and Reddit threads powering AI answers in your category, and flags every influential source where you’re absent.
03
Engage, then watch the needle move
Your team or GLOW works the gap list. Citation share tells you what worked.
Questions, answered
What is Generative Engine Optimization (GEO)?
GEO is the practice of improving how AI engines like ChatGPT, Perplexity, and Gemini represent your brand: how often they cite you, recommend you, and pull from sources where you have presence. It’s SEO’s successor for the AI-answer era.
How is this different from SEO tools?
SEO tools measure rankings on results pages people increasingly skip. Glaring measures the answer itself — what AI actually says, cites, and recommends — and traces it back to the specific sources you can influence.
Is GEO the same as AEO?
Mostly, yes. GEO (generative engine optimization) and AEO (answer engine optimization) describe the same discipline: improving how often AI engines cite and recommend your brand. Glaring covers both, because it tracks the signal underneath both terms: citations and recommendations, not rankings.
Which AI engines do you track?
Three today: ChatGPT, Perplexity, and Gemini, each run weekly against your prompt set with web search on. A dedicated research agent maps the Reddit threads they cite. We go deep on the engines driving the most buyer research rather than shallow across eight — and we add an engine the moment it starts showing up in real buyer behavior.
How do you avoid counting false mentions?
Three layers of screening. Mentions are matched on exact word boundaries, so a brand named 'Cadence' never gets credit for the word 'cadences'. If a prompt itself names your brand, the AI echoing it back never counts toward visibility — only unprompted mentions do. And an AI judge reads each remaining mention in context to confirm it's genuinely about your company, with rejected matches shown alongside the judge's reason, never silently dropped.
What’s a citation gap?
A source AI already cites when answering your category’s questions — a listicle, a review, a Reddit thread — where your brand never appears. Those are the highest-leverage targets.
Do you do the engagement work too?
Yes. Glaring is built by GLOW. We can run the full loop: gap analysis, content strategy, and authentic community engagement, with Glaring measuring the results.
How fast do results show?
The scoreboard is live in week one. Community engagement can move answers in weeks; content placements compound over months.
See what AI says about your brand
We’ll run your category’s questions live and show you your citation share, your gaps, and your competitors’ footprint, before you commit to anything.