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Sample drafts · Review responses

Sample AI Review Response Drafts.

Three sample review-response pairs — one positive, one negative, one neutral. Each shows the original review, the draft response, the tone notes, and two alternate phrasings.

What this sample shows

Three fabricated but plausible Amazon reviews for a fictional soundbar, each paired with an AI-drafted response. The positive review receives a thank-and-specific-acknowledgment draft. The negative review receives an acknowledge-and-resolve draft with a firmware note and a support path. The neutral review receives an acknowledge-and-feedback-loop draft noting that the documentation comment is being fed back to the product team.

Positive · 5 stars · Amazon

Pair 1 — Thank

Sample — illustrative
Original review · SonicPro X7 Soundbar
★ ★ ★ ★ ★ "Love this soundbar!"

Sound is much bigger than the box suggests. Dialog clarity is finally right on streaming TV. Unboxing was genuinely nice — cable organizer, clear setup card, no hunting for a manual. Wall-mount was obvious because the bracket template is printed on the carton. Third soundbar I've bought, first one that didn't need a YouTube video.

Draft response · Friendly · Thank

Thanks for taking the time to write this — specifically for calling out the bracket template. That detail came out of a customer feedback round where setup instructions were the #1 friction, and it's genuinely good to hear it worked. If you ever want to tune the dialog-clarity further, the Night Mode profile in the app is the one most people miss. Glad it's the soundbar that stuck.

Alternate · shorter

Thanks for the specific note on the bracket template — the team that pushed for that will appreciate hearing it worked. If you want tighter dialog clarity, try Night Mode in the app.

Alternate · more formal

Thank you for the detailed feedback. The bracket template was added specifically because setup friction was the top theme in our customer research. We're grateful it landed as intended.

Tone notes

Named a specific detail from the review (bracket template) to signal human reading. Offered one forward-looking tip (Night Mode) without sounding promotional. Closed warm, not gushing. No "delighted to hear" language. Response under 90 words.

Negative · 2 stars · Amazon

Pair 2 — Resolve

Sample — illustrative
Original review · SonicPro X7 Soundbar
★ ★ ☆ ☆ ☆ "App disconnects constantly"

App disconnects every few days and I have to re-pair the soundbar. The schedule gets wiped every time. I bought this specifically for the scheduled volume thing at night and now I can't rely on it. Hardware is fine — sound is great, build feels solid — but the app is the reason I gave 2 stars.

Draft response · Professional · Resolve

The re-pair behavior you're describing is usually resolved in firmware 2.4, which rolled out in March. You should see an update prompt in the app within a week of first launch — if you've dismissed it, force-check under Settings → About → Firmware. If the drop continues after updating, our support team can walk through the Bluetooth subsystem reset directly and ship a replacement module under warranty if needed.

Alternate · more direct

This re-pair behavior is fixed in firmware 2.4. Update via Settings → About → Firmware. If the issue continues, support can replace the Bluetooth module under warranty.

Alternate · acknowledging first

Losing the schedule is a real problem, especially if that's why you bought the product. Firmware 2.4 resolves the re-pair behavior specifically — if you haven't seen the update prompt, Settings → About → Firmware will force-check.

Tone notes

Did not deny the issue. Did not promise a blanket replacement or public refund. Gave specific firmware version and a specific in-app path. Opened the warranty-replacement door without committing in public. Amazon's policy restricts external links, so support path described rather than linked. Response under 90 words.

Neutral · 3 stars · Amazon

Pair 3 — Acknowledge

Sample — illustrative
Original review · SonicPro X7 Soundbar
★ ★ ★ ☆ ☆ "Good but instructions unclear"

Sound and build are both great. I took off two stars because the setup instructions skip the TV pairing step. The quick-start says 3 steps, but there's actually a fourth — ARC handshake on the TV side — that isn't mentioned anywhere. Took me an hour to figure out. Someone less tech-savvy would have returned this.

Draft response · Professional · Acknowledge

You're right that the ARC handshake step is missing from the quick-start. We've seen the same language in other reviews and have it flagged for the next printing and for an online support article. Thanks for the specific observation — "skips step 4" is exactly the kind of note that changes the next revision. Glad the hardware itself is working for you.

Alternate · more personal

The ARC handshake gap is a real one and you're not the first to flag it. It's queued for the next print revision and for a support article in the meantime.

Alternate · more confident

The missing ARC step has been flagged internally. Next print includes it. Thanks for the specificity — reviews like this move documentation faster than internal QA catches it.

Tone notes

Validated the specific claim rather than hedging. Closed the loop by naming the action (next printing, support article). Did not argue the rating. Did not promise a time frame we can't control. Response under 75 words.

Methodology

How Indellia built this sample.

Each review is fabricated — matched to patterns we see in real review corpora for consumer electronics. Each draft response is generated using the same brand-voice calibration and response-type logic that runs inside the Indellia Response Agent (Beta), tuned to a generic professional-brand persona for the sample.

On the live platform, the Response Agent learns your specific brand voice from 20–30 past responses. After that, drafts match your house style — your typical sentence length, your level of warmth, your signature closing line. The agent also respects retailer-specific constraints (Amazon's no-links policy, Walmart's slightly more permissive tone, Trustpilot's longer-response convention).

For method detail and the full workflow, see how to respond to negative reviews and respond to reviews at scale.

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