You're tracking your AI visibility. You see that Perplexity keeps citing a Reddit thread about "best tools for freelance invoicing" when someone asks that question. Your competitor's name appears in the top comment. Yours doesn't.
That Reddit post is shaping AI recommendations right now. And you're not part of the conversation.
Why Reddit matters for AI visibility
LLMs don't just pull from websites and blogs. They pull from Reddit. A lot. Perplexity, in particular, heavily cites Reddit threads in its responses. Google AI Mode references Reddit discussions. Even ChatGPT and Gemini draw from Reddit content in their training data and web search results.
When someone asks an LLM "what CRM do freelancers actually use," the answer often comes from real discussions on r/freelance or r/smallbusiness. The brands mentioned in those threads, especially in upvoted, genuine comments, are the ones that end up in AI recommendations.
This means Reddit isn't just a social platform for your audience. It's an active source that feeds the AI models recommending (or not recommending) your product.
How Mentionable finds the right posts
You don't search Reddit. Mentionable does the discovery for you, automatically, from your existing tracking data.
Every time Mentionable tracks your prompts across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Mode, it records every source cited in each response. When Reddit posts appear as citations or in the web search results that LLMs use to generate answers, Mentionable captures those URLs.
A post needs at least 2 signals (citations plus web search mentions combined) before it surfaces in your dashboard. This filter keeps the noise down and ensures you're only seeing posts that LLMs actively reference.
Priority scoring
Not all Reddit posts are equally worth your time. Mentionable calculates a priority score for each post based on three factors:
- Citation count: how many times LLMs cite this post across all your tracking cycles
- LLM diversity: a post cited by 3 different LLMs matters more than one cited only by Perplexity
- Prompt diversity: a post that appears on 5 different prompts signals broader relevance than one that shows up on a single query
Posts are sorted by score, with the highest-impact discussions at the top. Visual indicators (high, medium, low priority) help you scan quickly.
Enrichment and AI analysis
When you find a post worth engaging with, you can enrich it. Enrichment scrapes the current state of the Reddit thread (title, body, upvotes, comment count, top discussions) and runs Claude analysis on the content.
After enrichment, you get:
- Post summary: what the discussion is actually about, in one paragraph
- Relevance score (1-10): how relevant this thread is for your brand engagement
- Relevance assessment: a one-sentence explanation of why this post matters for you
- Suggested angle: the recommended approach for engaging (what value to bring, what perspective to share)
- Draft reply: a ready-to-use comment that sounds natural and leads with value
Each enrichment costs 10 AI credits from your monthly budget.
Draft replies that don't sound like marketing
The worst thing you can do on Reddit is post something that reads like a press release. Communities spot corporate marketing instantly, and the backlash hurts more than staying silent.
Mentionable's draft replies are built to avoid that. The AI follows strict rules:
- Lead with value: answer the question or add genuine insight before any brand mention
- Reference specific details from the post to show you actually read it
- Keep brand mentions subtle: buried naturally in the response, never as the main point
- Match subreddit tone: no corporate language, no feature lists, no URLs
- Stay short: 2-3 sentences, like a real Reddit comment
You can also regenerate the draft in three tones:
- Helpful: practical, solution-focused, "here's what worked for me" energy
- Casual: relaxed, conversational, blends into the thread naturally
- Technical: detailed, data-backed, for communities that value depth
Always review and personalize the draft before posting. Your own voice and experience make the comment authentic.
The workflow
Your Reddit outreach dashboard shows posts in three states:
Active: posts discovered by Mentionable that you haven't acted on yet. These are your opportunities. Filter by subreddit, search by title, or sort by priority score to find where to focus.
Commented: posts where you've engaged. Click "Mark Commented" after posting your reply. These move out of your active queue so you can focus on what's next.
Skipped: posts you've decided not to engage with. Maybe the discussion is stale, the subreddit isn't right, or the topic isn't a good fit. Skipping keeps your active list clean without losing the data.
A real scenario
You run a SaaS tool for freelance invoicing. Mentionable's tracking shows that Perplexity cites 4 Reddit posts when users ask "best invoicing tool for freelancers." Two of those posts mention your competitor by name. None mention you.
You enrich the highest-priority post. It's a 6-month-old thread on r/freelance asking "what do you use for invoicing?" with 47 upvotes and 23 comments. The top comment recommends your competitor and explains why they switched.
Mentionable's analysis suggests: "Share your experience with a specific invoicing pain point mentioned in the thread (late payment reminders). Your tool solves this. Lead with the problem, mention how you solved it."
The draft reply: "The late payment reminder thing resonated. I was manually following up on overdue invoices for months before I found a tool that automated it. Been using [your brand] for about a year now and the auto-reminder sequences saved me probably 3-4 hours a week. The client portal where they can pay directly also cut my average payment time from 18 days to 6."
Genuine. Specific. Helpful. And your brand is in there.
Who benefits most
Solopreneurs who are already active on Reddit but don't know which threads actually influence AI recommendations. Mentionable shows you where your engagement has the highest impact on AI visibility, not just social metrics.
Consultants managing client brands can use Reddit outreach to build authentic presence in the communities that LLMs reference. Showing a client that their competitor is mentioned in threads cited by Perplexity, and that you have a plan to engage, adds strategic value.
SaaS founders in competitive markets where Reddit discussions heavily influence LLM recommendations. If your category has active subreddit communities, those threads are shaping AI answers right now.
Try it yourself
Start your 7-day free trial and see which Reddit discussions LLMs are citing in your niche. Discover the threads that shape AI recommendations, get AI-drafted replies, and start engaging where it actually matters. No credit card required.
Related articles
- Source & Citation Tracking - see all domains LLMs cite, including Reddit, across your tracked prompts.
- Multi-LLM Tracking - track your visibility across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Mode.
- AI Competitor Tracking - see who gets recommended instead of you on your tracked prompts.