AI-Powered Reputation Management

Review and mention monitoring, smart responses, negative-feedback handling, and growing brand trust.

We collect reviews from all platforms – marketplaces, maps, social media, review sites, press – analyze sentiment and topics, respond to reviews, and handle negative feedback. Reputation management builds trust, influences purchase decisions, and improves search visibility.

Pricing

from ₽900,000

per project

This is the lower bound of a project. We scope the exact quote after a brief: it depends on volume and the number of integrations.

Pilot

₽300,000

Implementation

from ₽900,000

Platform

from ₽2,000,000

What's included

Capabilities

All-platform monitoring

Reviews from marketplaces, maps, social media, review sites, and press – in one dashboard.

Sentiment and topic analysis

We detect the sentiment of each review and cluster frequent topics: quality, service, delivery, price.

Smart review responses

We generate personalized replies in your brand tone – fast and at scale.

Negative feedback handling

We spot negative reviews first, analyze causes, and prevent crises.

Reports for management

Regular digests: rating dynamics, competitors, sales impact, and key issues.

How we implement

From task to launch

  1. 1

    Connecting platforms

    We collect reviews from marketplaces, maps, social media, review sites, and press into one stream.

  2. 2

    Analysis setup

    We define sentiment, topics, and priority platforms. We set up response flows and negative escalation.

  3. 3

    Monitoring launch

    We add a dashboard, alerts, and scheduled reports. The team starts answering reviews from tuned templates.

  4. 4

    Optimization

    We analyze what moves the rating and extend response scenarios. New platforms are connected as needed.

Who it fits

Check if it fits you

Good fit

  • Many platforms and volumes

    Reviews pile up on marketplaces, maps, and social media, and no one answers them manually.

  • Rating affects sales

    A positive rating raises conversion. Complaints matter because an early answer saves a sale.

Not a fit

  • A handful of manual reviews

    A few reviews a month with no effect on demand: automation will not pay for the setup.

  • No right to reply as the brand

    If platform replies are regulated and need a live signer, part of the automation loses its point.

Track record

What you get

+0.7

average score on the platform in six months

The team started systematically answering reviews and resolving frequent delivery and packaging complaints. Negative feedback was handled faster than before.

How a rating turns into sales

How a rating turns into sales

Shoppers check the rating before deciding, often right after the price and photos. Surveys from 2025 show that more than half of people read anywhere from three to ten reviews before hitting buy, and phones encourage longer comparison sessions. Every tenth score decides the outcome of a purchase.

A positive rating softens the buyer's price expectations, our marketplace clients confirm this. When you are one point behind a competitor, buyers accept a premium of 5 to 12 percent and open fewer comparison tabs. A brand with four stars sells noticeably worse even when the product is the same quality.

Maps move the needle for offline spots more than nearby ads do. Inside a map, the rating and review count shape the listing order, so a place with a 4.7 and a hundred reviews overtakes a neighbor with a 4.9 and five. Fresh replies and photos signal a live business.

Comparing with competitors reveals the real picture of your niche, not an average across the market. We build a category benchmark: your rating, reply speed, share of negative reviews, and complaint topics placed next to the three leaders. The snapshot shows which gap you close within a quarter and where you already lead.

The count of fresh reviews pushes a listing harder than the average score gathered over a whole year. A store with 200 ratings in the past month looks alive in the buyer's eyes, and the marketplace notes the activity and lifts the product in search. Review flow needs steady feeding and gentle reminders, not passive waiting.

Customers who receive a reply and a resolved issue come back more often than those who never complained, so negative feedback becomes a growth point. One solid follow-up brings the client back and signals good service to the platform. An unanswered complaint works against you harder than the review itself.

We track mentions beyond reviews

We track mentions beyond reviews

Reviews on platforms show up immediately, while mentions spread quietly and gather force over days. A critic or blogger collects an opinion about your service, and within a week that opinion turns into discussions across three channels. We catch such signals on the day they are published, before the stakes grow.

Reply speed is part of platform metrics and affects how the store ranks. The norm there is 24 to 48 hours, but strong teams answer within a couple of hours. A missed complaint costs more than a clumsy phrase. Alerts about negative reviews land in the team chat without delay.

Negative feedback does not come from nowhere: former employees, ex-partners, and trade community threads tell your story without your involvement. Such posts rarely get removed, but they are almost always predictable. Telegram channels and video add a second wave, and monitoring covers them before a search by store name does.

Sentiment does not slip gradually, it drops in jumps: a series of similar complaints over two days predicts a big problem before the average rating moves. An alert on a negative spike wakes the team up, while a report at month end does not. It helps when the dashboard diagnoses the issue itself and points to where to start.

Management tends to watch the average score, but it deceives: one event drowns in a hundred points and the picture stays calm. We track the share of negatives, the pace of new reviews, first reply speed, and how often complaints turn into solutions. Those four numbers read clearly in a minute on any device.

Marketplaces and maps have their own rules, and you need to know them in advance. A negative card left without a reply for more than a day loses reach, while disputed reviews get removed only at the seller's request. We file takedown requests for fakes and carry the moderation conversation to a final platform decision.

Review replies that do not push people away

Review replies that do not push people away

A marketing specialist rarely writes the reply, more often support or the service team does. We route complaints by topic: order, delivery, repair, payment, and each branch gets its own text and its own response deadline. The support person sees the full context of the conversation, not a dry quote without history.

A template covers the volume but reads as a formality, so here is an honest tradeoff. Prewritten replies handle 80 percent of the flow within a day, while the remaining negatives need live correspondence and a real fix. Forty words of personal effort outweigh a hundred canned ones, and the platform feels the difference too.

Tone decides more than length, and customers read the wording more carefully than people assume. A thank you for praise, an apology with specifics for a mistake, and a short invitation to return for a calm score all sound different. We set the brand voice for each situation separately.

Fully automated replies save time but wash away the brand's character, which is why a human stays in the loop. The employee approves answers to difficult reviews, settles disputed ones, and sees context the model misses. When a conversation moves to direct messages, the share of machine-written texts drops, and buyers notice it.

Your care team gets a weekly summary of problems, not isolated reviews only. The same packing complaint appears twenty times in a row, and that is a signal for procurement rather than an excuse to write new replies. Feedback thus lands in the process, not in an archive.

A weekly digest beats a quarterly presentation. In seven days you see the effect of a promo, a wave of complaints, and competitor moves, while a quarter shows a trend only. We hand over both pictures: the operational one on the dashboard and the strategic one in a report for the board. Both use the same data, so there will be no contradictions.

Budget estimate

Cost calculator

This is an indicative range, not a quote. We scope the exact estimate after a brief: it depends on volume and the number of integrations.

Platforms

4

Complexity

Add-ons

SEO reputation

Support

Year one: updates and monitoring, a reply within 2 business days.

Solution

AI-Powered Reputation Management

Technologies

NLP & text processing

Capabilities

Monitoring

The estimate covers our team's work. Hardware, third-party service licences and travel are added on request.

Estimated cost

₽900,000

Timeline

5 wk

Questions

Frequently asked questions

Which platforms do you monitor?

Marketplaces (Ozon, Wildberries, Yandex Market), maps (Yandex Maps, 2GIS), social media, review sites, and press. The list grows to your niche.

Will replies match our tone?

Yes, templates are tuned to the brand voice and situation type: thanks, problem solving, invitation to return.

How fast does it connect?

First monitoring with a dashboard works within 1–2 weeks. Replies and analytics come as we tune.

What do we measure?

Rating dynamics, response speed, share of negative, and complaint topics. Reports are built on these metrics for management.

We bring AI into your business

Tell us about your processes – we'll propose a solution and an implementation plan.

Discuss the project