Aaron drafts polite, specific replies to your Google reviews — using your voice, not corporate filler. Built for any local business that gets more reviews than it has time to answer — dealers, restaurants, contractors, dentists, salons, vets, med spas, lawyers, and beyond.
Most "AI review responders" wrap a general-purpose LLM with a generic prompt and ship the same canned reply to everyone. Aaron is engineered for one thing: replies that sound like a real owner wrote them — plus a weekly insight report that tells you what your customers are actually saying.
Every review is parsed for the concrete things the customer mentioned — staff names, products or dishes, specific complaints, specific praise — before Aaron writes a word. If the review names Maya and praises the bucatini, Aaron's draft has to reference at least one of those concrete details. Generic replies that could be pasted under any review fail the gate and get rewritten until they land on something real.
A blocklist of corporate filler ("we value your feedback"), LLM tics ("delve into", "tapestry"), and AI-disclosure leaks gets caught before it ships. If a draft uses any of them, Aaron rewrites it.
Send us a CSV of your past responses and Aaron mimics your voice — not a generic template. Every business sounds like itself. The longer you use Aaron, the more it locks onto your tone.
Every Monday, Aaron emails you a one-page summary of what your customers actually said last week — the top themes (food, staff, wait time, billing), which staff members keep getting named, and which complaints are rising vs. last week. The stuff you'd never spot review-by-review.
Want to read every response before it goes live? Or have Aaron post automatically and only ping you on the tough ones? Both work. Switch any time, mix and match per business.
You stay in control of every word.
Best for: high-touch businesses, sensitive industries (medical, legal), or owners who want the final say on every word.
Forward the review email. Get a clean draft back.
Best for: most owners. Same end-to-end time as approval-mode but no app to log into.
Connect Google Business Profile once. Aaron handles the rest.
Best for: dealers and shops getting more reviews than they can keep up with. Set the auto-post threshold and walk away.
Aaron scans every incoming review for risk signals. If one trips, the review gets flagged for your eyes before any draft is generated — never auto-replied to, never quietly posted. The model knows what it shouldn't try to fix on its own.
"Lawyer", "lawsuit", "scam", "report you", "BBB"
"Food poisoning", "ER visit", "got sick", "injured on site"
"Racist", "sexist", "refused service because", "treated me like…"
"Charged $5,500 instead of $2,000", refund / chargeback language
Everything else gets the standard pipeline — drafted, gated for AI tells and specificity, and queued for your final approval. The handoff exists so the model never tries to solve something it shouldn't.
One sounds like a press release. The other sounds like the owner.
Birdeye and Podium are full reputation platforms — surveys, messaging, payments, the works — built for multi-location chains. NiceJob is a cheaper option focused on collecting reviews. Here's how each one compares on the things that matter for replying to the reviews you already have.
| Birdeye | Podium | NiceJob | Aaron | |
|---|---|---|---|---|
| Monthly price | $300–500+ | $300–700+ | $75–99 | $100 flat |
| Engineered for response quality | generic LLM wrapper | generic LLM wrapper | templated | specificity gate, AI-tell filter, owner-voice training |
| Per-business voice profile | ✗ | limited templates | ✗ | trained on your past replies (CSV upload) |
| Runs on a private model — not OpenAI, not Anthropic | third-party LLM | third-party LLM | third-party LLM | private model, our hardware |
| Sanity gates for hostile reviews (legal threats, health claims, dollar disputes) | ✗ | ✗ | ✗ | flags them and drafts a careful, deflective reply for your review |
| Weekly insight reports (top concerns, named-staff sentiment, trends vs. last week) | enterprise tier only | enterprise tier only | ✗ | emailed every Monday, no extra cost |
| Setup time | days (sales call + onboarding) | days (sales call) | hours | ~15 minutes |
| You talk to the engineer who built it | CSM + ticket queue | CSM + ticket queue | support tier | Direct line to software engineers |
| Per-location pricing | yes — pay per location | yes — pay per location | tiered by volume | flat fee, unlimited replies |
| You approve every reply before it posts | optional | optional | optional | default — and we flag hostile reviews for a second look |
No tiers, no credit-based billing, no surprise overages. If your volume changes, your bill doesn't.
A general-purpose chatbot is a blank box. You'd have to write the system prompt, paste in past examples, copy each review, edit out the corporate filler, and double-check it didn't invent anything — for every single reply.
Aaron is the pipeline already built and tuned: entity extraction so the reply names the right people and dishes, a specificity gate that throws out vague drafts, an AI-tell filter that strips corporate phrases, and voice training on your past replies. You hand us the review; we hand you a reply you'd actually post.
Edit it before posting. We don't auto-publish anything. Every response gets sent to you for approval first.
If you find yourself editing the same way every time ("we say folks, not everyone"), tell us — we'll bake it into your voice profile so future drafts come back closer to ready.
You wrote it — you reviewed it, edited it, and posted it. The same way you might use spell-check or have an employee draft something for your approval.
Some industries have specific rules about AI disclosure (legal, medical advertising). We're happy to discuss your particular regulator if that's a concern.
Carefully. The pipeline is tuned for negative reviews to: acknowledge the specific issue, apologize without making excuses, and offer to make it right offline (e.g., "give us a call, ask for the manager"). No defensiveness. No legalese.
For especially sensitive reviews (lawsuits, accusations, health issues), Aaron flags them for a human pass before generating anything.
Any local business that gets Google reviews. Used car dealers, restaurants, dentists, hair salons, contractors, HVAC and plumbing trades, vets, med spas, optometrists, chiropractors, lawyers, funeral homes, daycares, fitness studios, tutoring centers, jewelers, and more. Each industry comes with a curated example library — and once you upload a CSV of your past replies, Aaron starts mimicking your voice specifically.
If you don't see your industry, get in touch — odds are we already support it, and if not we'll add it.
Unlimited Google review replies, the full quality pipeline (entity extraction, voice profile, AI-tell stripping, specificity gate, hostile-review handoff), and the weekly insight report. Month-to-month — no annual contract, no overage fees, no per-reply credits to track. Cancel any time and you're done.
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