AI Reputation Platform

[STUDIO] FEEDBACK & REPUTATION

Your reputation,
on autopilot.

Novelty Lab designs agentic systems that listen across listing and review surfaces, draft policy-safe replies, and keep teams aligned—whether you run storefronts, clinics, services, franchises, or marketplaces.

Talk to the studioSee the system map
✓Same playbook for one site or hundreds
✓Brand voice + policy guardrails
✓Humans approve—or automate where safe
console.example/reviews
Respixo
Dashboard
Inbox
Locations
Analytics
Settings
Inbox — All Locations2 need reply
SM
Sarah M.G★★★★★

Best pasta I've ever had. The service was impeccable!

Replied
TK
Tom K.Y★★★★★

Food was decent but wait time was way too long on Friday.

New
ML
Maria L.G★★★★★

Incredible atmosphere. We'll definitely be coming back.

AI Reply
Assistant:

Thank you so much for visiting us! We're sorry your experience on Friday didn't meet expectations — our kitchen gets busy on weekends, and we're working on it.

Typical surfaces
Google Business
Yelp
OpenTable
TripAdvisor
Facebook
Anysector
Onevoice & policy layer
Manysurfaces, one inbox
[STUDIO] SYSTEM MAP

One operating picture for public feedback.

Inbox, drafting, locations, and analytics share the same data model—so leadership, marketing, and frontline teams never argue about what was said or promised.

Every review. One place.

Google, Yelp, OpenTable, and Facebook — unified across every location into a single real-time stream.

  • ✓Real-time review aggregation across all platforms
  • ✓Smart filtering by location, star rating, or platform
  • ✓Reply status tracking — Replied / Pending / New
console.example/reviews
Respixo
Dashboard
Inbox
Locations
Analytics
Settings
Inbox — All Locations2 need reply
SM
Sarah M.G★★★★★

Best pasta I've ever had. The service was impeccable!

Replied
TK
Tom K.Y★★★★★

Food was decent but wait time was way too long on Friday.

New
ML
Maria L.G★★★★★

Incredible atmosphere. We'll definitely be coming back.

AI Reply
Assistant:

Thank you so much for visiting us! We're sorry your experience on Friday didn't meet expectations — our kitchen gets busy on weekends, and we're working on it.

Fragmented today
  • Feedback sits in disconnected tabs—no owner, no SLA, no shared context.
  • Replies are late or generic, so prospects assume you are indifferent.
  • Negative threads linger because nobody routes them with authority and tone guidance.
With the studio pattern
  • Every surface feeds one queue with routing, ownership, and status you can audit.
  • Drafts mirror your approved voice and policies; humans publish or automate by rule.
  • Issues are triaged early because the system watches the same signals your customers see.
[STUDIO] WHY IT MATTERS

Public feedback is a product surface—not a side inbox.

The pattern applies to any organization that earns reviews, listings, or social proof at scale.

01

Unanswered feedback erodes discovery and trust

Search and recommendation systems reward responsiveness. Ignored reviews and messages signal neglect—whether you sell meals, appointments, memberships, or physical goods.

02

Thoughtful replies outperform stars alone

Prospects read how you handle praise and friction. Consistent, specific replies convert more lookers into buyers than a static rating by itself.

03

Manual copy-paste does not scale

Teams lose hours switching tabs across Google, industry directories, social, and ticketing—often duplicating work for each brand or region.

04

Issues compound when nobody owns the thread

Businesses that close the loop publicly recover sentiment faster. The cost of silence grows with every unanswered thread.

NOVELTY LAB STUDIO

Bring this capability
into your stack.

We scope integrations, approval flows, and governance with your team—then ship agents that match how you already operate.

Email the studio →Review the system map
Design
Voice & policy
Deploy
Surfaces & roles
Operate
Measure & improve
Scale
One to many brands
[STUDIO] OUTCOMES

Representative results after automation ships.

Illustrative profiles—your metrics depend on footprint, category, and starting response discipline.

★★★★★
“We finally answer every listing and review with the same voice our stores use on the floor. Weekend traffic followed—we did not add headcount.”
+0.9★rating lift in 60 days
MK
Marcus K.
General Manager · Multi-location hospitality group
★★★★★
“Three regions, one queue, clear ownership. Legal sees the audit trail; marketing sees velocity. That alignment did not exist before.”
10 hrssaved per week
PD
Priya D.
Head of Operations · National services brand
★★★★★
“We packaged this for twelve clients as a managed reputation layer. It is the clearest upsell in our portfolio—everyone already feels the pain.”
12brands on one playbook
SM
Sarah M.
Partner · Digital agency

Deployed patterns across retail, services, franchises, and partner-led programs.

[STUDIO] INTEGRATION LAYER

Connects to the channels you already own.

One ingestion pipeline monitors and responds across public surfaces—no duplicate logins, no copy-paste between tabs.

New integrations added monthly
Review platforms
Google Business
Yelp
OpenTable
TripAdvisor
Facebook
Zomato
Notifications
Email alerts
Slack
SMS
Coming soon
Resysoon
Toast POSsoon
Squaresoon
[STUDIO] FAQ

Questions teams ask before they automate reputation work.

Want a deeper walkthrough? Email the studio.

[STUDIO] NEXT STEP

Treat every public thread
like part of the product.

From first discovery call to production agents, Novelty Lab pairs your operators with engineers who ship durable automation—not a one-off script.

UnifiedInbox & routing
On-brandVoice + policy
MeasurableTrust & velocity
Start a conversation →Back to Novelty Lab

Custom delivery · Security & data residency by arrangement · References on request