
Foundations
Compare the three commerce reviews business models before you commit
Compare the three commerce reviews business models: software licence, agency managed and in-house, with costs, control and compliance trade-offs.
What to take away
- Choose on who carries the moderation work and the legal risk, not on the headline price.
- Licensed software such as Judge.me, Okendo and Reviews.io is fastest to launch, and needs a named owner for the queue.
- Managed services from Bazaarvoice, Trustpilot and Birdeye absorb setup and reporting, at a higher monthly cost.
- In-house builds, of the kind Amazon and Booking.com run, give the most control over data and the slowest route to value.
- All three sit under the same misleading practices rules, so audit claims early.
Three commerce reviews business models: licensed software, managed service, in-house
Commerce reviews business models fall into three shapes: licensed software, managed agency and in-house. Each one moves the same three costs around, which are collection, moderation and reporting.
Three review business models
Licensed software
- What you pay for
- Subscription
- Control sits
- Your team
- Main risk
- Moderation slips
- Examples
- Judge.me, Okendo
Managed service
- What you pay for
- Retainer
- Control sits
- Agency
- Main risk
- Hidden raw feed
- Examples
- Bazaarvoice, Trustpilot
In-house
- What you pay for
- Staff plus tooling
- Control sits
- You
- Main risk
- Single point of failure
- Examples
- Amazon, Booking.com
What separates them is who holds the moderation queue and who owns the review record. Judge.me, Okendo and Reviews.io sell licences. Bazaarvoice, Trustpilot and Birdeye sell managed services. Amazon and Booking.com run their own review systems in-house.
Published prices give a starting point. Judge.me charges from about $15 a month per store on its paid plan, with a free tier below that. Okendo lists a free tier, with paid plans typically from around $19 a month. Reviews.io plans typically start near £45 a month for one storefront. Yotpo and Trustpilot quote on volume.
Birdeye and Reputation bundle review requests with listings and messaging, and price per location. Bazaarvoice sells enterprise contracts, typically five figures a year.
The choice changes your fixed cost, your control over data, and who answers a regulator's questions.
Three commerce reviews business models
What you pay for
- Licensed software (Judge.me, Okendo, Reviews.io)
- Subscription, often per site or per review volume
- Managed service (Bazaarvoice, Trustpilot, Birdeye)
- Retainer covering setup, collection, moderation and reporting
- In-house build (Amazon, Booking.com style)
- Salaries, tooling and hosting
Where control sits
- Licensed software (Judge.me, Okendo, Reviews.io)
- Your team keeps the data and the queue
- Managed service (Bazaarvoice, Trustpilot, Birdeye)
- Shared with the supplier
- In-house build (Amazon, Booking.com style)
- Fully internal
Main risk
- Licensed software (Judge.me, Okendo, Reviews.io)
- Moderation slips when the queue is busy
- Managed service (Bazaarvoice, Trustpilot, Birdeye)
- Thinner visibility of the underlying data
- In-house build (Amazon, Booking.com style)
- Slow time to value and key-person risk
Ownership of the review record decides how easy an exit will be. Software vendors normally let you export raw review data at any time. An agency retainer can leave the history inside a supplier dashboard, so check the export clause before you sign.
Licensed software fits a retailer with steady review volume and one named owner of the queue. A managed retainer buys those moderation hours when nobody internally can hold them. Businesses that feed review data into pricing or buying decisions often prefer to build in-house.
For example, a shop inviting 1,000 orders a month at a 3 per cent response rate collects 30 reviews, which one part-time owner can moderate. The same shop at 10,000 orders needs a queue process before it needs a bigger tool.
What each model costs and controls
A team paying £400 a month for licensed review software spends £4,800 a year before any moderation hours. That figure is illustrative, not a market rate, and it moves with volume and storefront count.
Illustrative annual cost by model
- Licensed software£4,800 a year
- Managed retainer£30,000 a year
- In-house role£25,000 to £35,000 a year
- Tooling and hosting£240 to £1,200 a year
A managed retainer is the largest line. An illustrative mid-market retainer of £2,500 a month covers setup, collection and reporting, so the cash cost is higher while internal hours are lower. UK retainers for review moderation typically run from £500 to £3,000 a month.
In-house means funding at least one full-time moderation and community role, plus tooling. That role typically costs £25,000 to £35,000 a year outside London, before employer National Insurance. The tooling can be cheap: PostgreSQL and Metabase are free, and hosting typically runs from £20 to £100 a month.
The role becomes the single point of failure if it is not documented.
Reporting cadence is the quieter difference. A licence leaves your team to build its own dashboard, while a retainer usually includes a monthly summary. That summary saves internal hours but can hide the raw feed behind a slide deck.
Switching costs differ too. Licensed software is usually the easiest to leave at renewal, while an agency retainer needs its notice period checked.
Cost is not the only difference. The England market guide sets out demand by category, which helps you judge whether your volume justifies a retainer.
The Consumer Protection from Unfair Trading Regulations 2008 prohibit misleading commercial practices, and that includes reviews presented as genuine when they are not. Whichever model you buy, the duty is yours.
The Digital Markets, Competition and Consumers Act 2024 adds its own ban on fake reviews once the consumer provisions commence, enforced by the Competition and Markets Authority. A retainer does not move that duty to the supplier.
Paid acquisition changes the maths. Google's guide to Google Ads covers campaign structure and bidding, which matters if you buy traffic to review landing pages.
UGC and review creative also sits inside LinkedIn's advertising resources and best practice hub for marketers running B2B review content.
Choose a model in five steps
- Count how many reviews you collect a month and how many need a reply.
- Name the person who owns moderation, and check they have the hours.
- Price licensed software (Judge.me, Okendo, Reviews.io) and one managed retainer quote from Bazaarvoice, Trustpilot or Birdeye against that same volume.
- List the data you need out, such as rating trends by SKU or by storefront.
- Set a review date at 90 days and drop the model that has not reduced manual work.
Write the decision down, including the volume that would trigger a switch, so the next comparison starts from evidence rather than memory.
Common questions
Which model is cheapest to start?
Licensed software, because the first invoice is a subscription rather than a build. Judge.me's paid plan is about $15 a month and Okendo's entry tier is typically around $19. The saving shrinks once you count internal moderation hours, so compare total cost over a quarter.
Can two models run side by side?
Yes. A common pattern is licensed software for one storefront and an agency for another, or software with a managed service handling only responses. Split ownership of moderation carefully, since two queues can both go stale.
How do I check demand before choosing?
Look at your own collection rate first, then compare it with category data. The market size data and sources article shows which sources to use and how they differ.
Do the regulations apply to agencies too?
Yes. The misleading practices rules apply to the trader making the claim, so your business carries the risk even when a supplier runs the workflow. The same holds under the DMCC Act 2024 fake review ban.



