Reviews — AI Review Reply Generator & Q&A Seeder for Local SEO
Paste Google/Yelp reviews — get 3 on-brand replies in 5 seconds, tone-matched to rating. Then seed 10 Q&A pairs that AI engines cite for "near me" searches. Bulk, history saved per user.
Reviews rank you.
Responses sell you.
Online reviews are one of the strongest local ranking signals a business owns — and the response rate is the part you control. Both Google and AI answer engines weigh responsiveness alongside volume and sentiment.
You know you should reply
The gap is operational, not conceptual. Businesses simply don't have time to draft a thoughtful response to every review across every platform.
The tool removes the friction
Paste a review, get 3 on-brand variants in five seconds, tone-matched to the rating — empathetic for 1-star, warm for 5-star, balanced in between.
Q&A attacks the search side
Ten well-structured Q&A pairs with your city and category injected give AI engines clean, citable facts about who you are and where you operate.
From review to answered
in five seconds.
One inbox for Google and Yelp, one seeder for AI-citable answers, one history you can audit.
Paste a review, get 3 replies
Paste the review + rating (1–5★) + platform. The AI detects sentiment and drafts three tone variants — professional, warm, concise — in about five seconds.
“Food was amazing but wait was long on Friday. Will come back!”
Answers AI engines cite
Enter business, city, and category → 10 Q&A pairs tuned to the questions AI pulls for 'near me', answers in the 35–55 word citation sweet spot.
Q: Where is this business based?
A: Based in {city} and serves {area} — {category} trusted by local customers. Book or call from this profile.
Q: Do they handle reviews?
A: Yes — paste any Google or Yelp review and get 3 on-brand replies in 5 seconds, tone-matched to rating.
Copy, paste, keep history
Copy one variant or all three, paste into GBP or Yelp — or run the same pipeline on a schedule via ReplyBot. Every reply is logged per user behind RLS.
Reply fast.
Get cited.
Tone-aware
5★ warm, 1★ empathetic, 3★ balanced — auto-matched to rating + text.
Multi-platform
Google Business Profile + Yelp + Other. One inbox, one API.
Bulk ready
Queue 20 reviews, get variants in parallel. Export CSV for GBP.
AI-citable Q&A
Questions AI actually pulls for 'near me' — with city/category injection.
Brand voice
Set business name once, replies inject it naturally every time.
Per-user history
review_jobs + qa_seeds isolated by login via RLS — nothing leaks.
Copy in 1 click
Copy single variant or all 3. Paste to GBP in seconds.
$0 engine
Groq-hosted open models by default; provider key configured server-side.
Separate SaaS
Own /reviews dashboard, billing, pixel — isolated from Launch at Dawn core.
The workflow
- • Set your brand voice once — business name injected naturally into every reply.
- • Reply from one inbox — single, or bulk up to 20 in parallel.
- • Seed the Q&A your customers actually ask — paste into the seeder, then into GBP Q&A, FAQPage schema, or llms.txt.
- • Automate when ready — the same pipeline runs on a schedule via ReplyBot.
Tools & APIs
- • Rating slider (1-5★) + platform picker, 3 variants side-by-side.
- • History with search + status; copy per-variant or all.
- • POST /api/reviews — use from Zapier/Make.
- • POST /api/reviews/qa — automate at scale.
How the signals fit: the online reviews and SEO guide, the local business schema playbook, and the reputation playbook.
Questions,
answered.
Does it auto-post to Google?
No — drafts only. You review and paste to GBP. Auto-publish is gated behind OAuth (future: GBP API).
Is Q&A really cited by AI?
We mirror prompts AI pulls for "near me" (city/category). Paste Q&A to GBP Q&A + site FAQ for best citation chance.
Do I need to sign in?
Yes — the tool lives in your logged-in dashboard. Replies, Q&A, and history are saved per user.
What engine drives it?
Groq-hosted open models by default with server-side provider key; fallback templates if unset.
What about negative or 1-star reviews?
The AI detects sentiment and drafts an empathetic, de-escalating reply that acknowledges the issue and invites a fix offline — no generic copy.
Can I use it for an agency with multiple clients?
Yes. Per-user RLS isolation keeps every client's review history and Q&A seeds separate, and each login has its own saved brand voice.
Does replying to reviews actually help rankings?
Yes. Response rate and recency are part of how Google and AI engines evaluate a local business. See our online reviews and SEO guide for the full breakdown.
How fast are the replies?
Single reviews draft in about five seconds; the bulk tool clears up to 20 in parallel so even a backlog is manageable before you paste to GBP.
Never a review
left unanswered.
Reply in seconds, seed the answers AI cites, and keep a history you can audit.