Guides

What a CRO Agency Actually Does Month to Month, and How to Tell a Real Programme From Decoration

What a CRO agency does each month, what retainers cost in 2026, how much traffic a testing programme needs, and the signs that separate a real programme from decoration.

Summarize with AI
Octo Agency cover: What a CRO Agency Actually Does Month to Month, and How to Tell a Real Programme From Decoration, with a purple hexagon pattern

The average conversion rate optimisation (CRO) agency retainer sits around $16,000 a month, with a low end near $2,000 and premium programmes at $30,000, according to Convert's 2026 roundup of agency pricing. For that money, most of the month is research, analysis and test building. Only about 12% of experiments produce a statistically significant win on their primary metric, in Optimizely's analysis of 173,000 experiments, so the work you are paying for is mostly the process that finds the few winners.

This guide covers what a CRO agency does week by week, what it costs, how much traffic a programme needs before testing makes sense, and the signs that a programme is real rather than decoration. The numbers come from Convert, Optimizely, Evan Miller's statistics writing, Microsoft Research and agencies' own published prices.

What a CRO agency is, and what the retainer buys

People searching "cro agency meaning" usually want a plain answer. Optimizely defines conversion rate optimisation as the process of increasing the percentage of conversions from a website or app. A CRO agency is an outside team paid to run that process: find where visitors drop off, form a hypothesis about why, test a change against the current version, and keep the changes that win.

The market is smaller and more fragmented than the search results suggest. Convert's 2025 agency report identified 237 experimentation agencies worldwide. Of those, 55% are dedicated experimentation agencies and 43% are full or multi-service shops. Over half have one to five people, and only 7% have more than 30. Nearly a third run 10 or fewer experiments a month across all their clients, and about 60% manage two or fewer tests per person per month.

If a small agency promises six tests a month on your account alone, ask who builds them: that is above what most of the market delivers per head.

The same report shows the work shifting. 70% of agencies say they are moving from tactical testing towards programme design and enablement, and 65% report clients bringing experimentation in-house, rising to 87% among large agencies. A good agency today is often building your team's ability to test as much as it is running tests for you.

A typical month, week by week

A real programme has a rhythm. The exact split varies, but the four kinds of work below should all appear every month, and tests should be running in the background throughout.

What a CRO agency does in a typical month
WeekMain workWhat you should receive
1Research: analytics review, funnel drop-offs, session recordings, heatmaps, surveys, user testsA short research note with the problems found and where
2Hypotheses and prioritisation: turning problems into testable changes, scored against traffic and effortAn updated backlog with a score and a reason for each item
3Design, build and QA of the next test, including tracking checks across devicesA test brief: hypothesis, primary metric, sample size, planned end date
4Analysis of finished tests, reporting, rollout of winnersA results write-up that includes losers and inconclusive tests

Source: Octo synthesis from Convert, Optimizely and Speero practice guidance

Research. This is the part most often cut, and the part that decides the win rate. Optimizely recommends problem-first hypotheses: name the problem, the change, and the result you expect. Qualitative research is cheap to start. Jakob Nielsen's long-standing Nielsen Norman Group rule is that five users find about 85% of usability problems, and that three rounds of five, with fixes between, beat one round of fifteen. Microsoft Clarity offers heatmaps and session recordings free, with no traffic limits, so tooling is not an excuse for skipping it.

Prioritisation. The backlog should be scored with a written method, not ordered by whoever shouted last.

Build and QA. A test brief written before launch is the single best protection against a bad result. It fixes the sample size and end date in advance, which matters for reasons covered below.

Reporting. A monthly report that lists only winners is a sales document. Optimizely's data says a healthy programme reaches a conclusive result 35% to 40% of the time, so most tests in an honest report will be inconclusive or losing.

What a CRO agency costs in 2026

Pricing is rarely published, and the figures in circulation are mostly compiled by agencies and tool vendors. Read them as ranges, not quotes.

CRO agency pricing models and published ranges
ModelLowAveragePremiumSource
Monthly retainer$2,000$16,000$30,000Convert, 2026 roundup
Hourly project work$200$500$2,500Convert, 2026 roundup
One-off conversion audit$2,500$3,500$4,500Convert, 2026 roundup
Invesp's tier estimates, as reported$2,000 to $5,000$6,000 to $8,000 mid tier$10,000 and up, most around $16,000Convert, quoting Invesp
Agency retainer tiers, vendor-compiled$2,000 to $5,000 for 2 to 4 tests$5,000 to $15,000 for 6 to 10 tests$15,000 to $50,000 and upClicks Geek, 2026, no source given

Sources: Convert, Clicks Geek

Convert does not say how its summary table was gathered; it draws on Invesp's estimates, older Quora answers and agency pages. The Clicks Geek tiers come from an agency selling CRO and cite no data. Both point the same way: under about $5,000 a month buys a few tests, and a full research-led programme costs five figures.

Individual agencies' starting prices, as compiled in an October 2026 comparison by Web Tonic (an agency we build sites for, which also sells CRO), include KlientBoost from $1,500 a month, SiteTuners from $3,000, Spiralyze and SplitBase from $5,000, Invesp from $7,000 and Conversion Rate Experts from $7,500. Treat these as list prices, not what a scoped programme ends at.

Tools on top. The testing platform is often a separate line. Convert, a vendor, publishes its Growth plan at $299 a month billed yearly and Pro at $420, each with 100,000 tested users a month. Ask whether the retainer includes the platform, and whose account it sits in. The account should be yours, so your test history stays with you if the agency goes.

Contract length. Experts quoted by Convert suggest a minimum of six to twelve months (Riccardo Vandra of Uplifted Consulting) and scoping retainers to a fixed number of tests, such as one to three a month (Lucia van den Brink of Speero). A three-month trial is rarely long enough to see a programme compound.

The traffic test: can your site support a programme?

Before buying a testing retainer, work out whether your traffic can finish a test. Evan Miller's rule of thumb for sample size per variation is 16 times the variance divided by the square of the smallest effect you want to detect, where the variance of a conversion rate p is p times (1 minus p).

Visitors needed per variation to detect a 20% relative lift
Baseline conversion rateAbsolute change detectedVisitors per variationTwo-variant test, total
2%0.4 pointsAbout 19,600About 39,200
3%0.6 pointsAbout 12,900About 25,900
5%1.0 pointAbout 7,600About 15,200
10%2.0 pointsAbout 3,600About 7,200

Source: Octo calculation using Evan Miller's n = 16σ²/δ² rule of thumb

A B2B landing page with 5,000 visitors a month and a 2% conversion rate needs about eight months to finish one two-variant test at that sensitivity. No agency can change that arithmetic. What it can change is what you test: bigger, bolder changes that produce larger effects, tests on the highest-traffic pages, and research-led fixes that do not need a test at all.

Web Tonic's comparison suggests a similar line: below roughly 10,000 monthly visitors, or about 250 conversions a month, buy research, analytics and UX work rather than a testing retainer. Our posts on A/B testing tools for low-traffic B2B sites and on landing page testing tools cover the options in that range.

Real programme or decoration: the signs

Decoration is a programme that produces activity, reports and confident lift numbers without changing the business. These are the signs we would look for.

Signs of a real CRO programme versus decoration
AreaReal programmeDecoration
Win rate claimsNear 10% to 20%, with the definition stated30% or more, with no denominator
Stopping ruleSample size and end date fixed before launchTests called when the dashboard turns green
QAWritten QA step and a sample ratio check on every testNo QA, results taken at face value
BacklogScored, with research behind each itemA list of button colour ideas
ReportingLosers and inconclusive tests listed with what was learnedWinners only, lifts quoted as revenue
Lift sizesMostly under 20%Doublings and triplings
OwnershipTest history and tool account in your nameEverything in the agency's account

Sources: Optimizely, Evan Miller, Microsoft Research, Speero via Convert

The stopping rule. Evan Miller's 2010 article is still the clearest explanation of why peeking ruins tests. In his worst-case example, checking after every visitor and stopping at the first significant reading pushed the false positive rate to 26.1%, more than five times the nominal 5%. A programme should either fix the sample size in advance or use a sequential or Bayesian method designed for early looks.

Sample ratio mismatch. If a test meant to split traffic 50/50 ends up at 47/53, something is broken: a redirect, a bot filter, a tracking bug. Aleksander Fabijan's 2019 Microsoft Research paper describes sample ratio mismatch as a symptom, like a fever, of many data quality problems, based on experiments across four companies and over 25 products. A real programme checks for it on every test.

QA and prioritisation. Speero's 2025 maturity report, cited by Convert, found 52% of companies have no process to QA an experiment before launch, 58% have no clear prioritisation framework, and 25% have exactly one person responsible for the whole programme. An agency should fill those gaps, not inherit them.

Current tooling. Google Optimize stopped working on 30 September 2023. A programme whose last result dates from then has not been running.

Questions to ask before you sign

  1. What is your win rate, how do you define a win, and over how many tests?
  2. Show us the sample size calculation for our first test, using our numbers.
  3. What research happens before the first test, and what do we receive from it?
  4. How do you prioritise the backlog? Show us a scored backlog from another client, anonymised.
  5. What is your QA checklist, and do you check sample ratios?
  6. How many tests per month will run on our account, and who builds them?
  7. Whose account holds the testing tool and the test history?
  8. What does a monthly report look like when nothing won?

Convert's experts suggest a programme should aim to return several times its cost; Andra Baragan of ONTRACK Digital uses three to five times as a target. Ask the agency how it would measure that for your funnel, given that Optimizely puts the average revenue-focused experiment at a 0.4% incremental lift.

What this means for choosing a CRO agency

Start with the traffic test. If your key pages cannot finish a test in six to eight weeks, pay for research and better pages first, and buy a testing retainer later. If they can, choose the agency whose process you can audit: a written test brief, a fixed stopping rule, a QA step, honest reports and a researched backlog. When the problem is the page itself rather than the test plan, our marketing websites page explains how we scope a rebuild in Webflow.

Frequently asked questions

What does a CRO agency do?

A CRO agency runs conversion rate optimisation for you: it researches where visitors drop off, writes hypotheses, builds and QAs A/B tests, analyses results and rolls out the winners. Most of the month is research and analysis rather than live tests. Optimizely's data on 173,000 experiments shows only 12% produce a significant win, so the agency's value is the process that finds those few changes, plus the learning from the tests that lose.

How much does a CRO agency cost?

Convert's 2026 roundup puts monthly retainers between about $2,000 and $30,000, with an average near $16,000. One-off conversion audits run $2,500 to $4,500, and hourly project work $200 to $500 at typical rates. Published starting prices from individual agencies range from $1,500 to $7,500 a month. The testing tool is often billed separately, for example $299 to $420 a month on Convert's annual plans.

What does CRO agency mean?

CRO stands for conversion rate optimisation, the process of increasing the share of visitors who complete a desired action, such as a demo request or a purchase. A CRO agency is an outside firm that runs that process as a service, usually on a monthly retainer. Convert identified 237 such experimentation agencies in 2025, over half of them with one to five staff, so most are small specialist teams.

How much traffic do you need to hire a CRO agency?

Enough to finish a test in six to eight weeks. Using Evan Miller's rule of thumb, a page converting at 2% needs about 19,600 visitors per variation to detect a 20% relative lift, or around 39,200 for a two-variant test. Web Tonic's 2026 comparison suggests sites under about 10,000 monthly visitors or 250 monthly conversions buy research and UX work rather than a testing retainer.

How do I know if my CRO agency is any good?

Check the process, not the lift claims. A good agency fixes sample size and end date before launch, QAs every test, checks for sample ratio mismatch, scores its backlog and reports losing and inconclusive tests. Be wary of win rates above 30% or lifts above 100%. Speero's 2025 data, cited by Convert, found 52% of companies have no experiment QA process, so ask to see the agency's checklist.

Sources

  1. How Much Should a CRO Agency Charge? 8 Experts Who've Walked the Walk Chime In Convert, 2026
  2. 30 A/B testing and CRO stats every optimiser should know in 2026, with original Convert data Convert, including its 2025 agency report and Speero's 2025 maturity report, 2026
  3. Convert pricing Convert, 2026
  4. Top 10 takeaways from running 173,000 experiments Optimizely, 2026
  5. Conversion rate optimization Optimizely, 2026
  6. How Not To Run An A/B Test Evan Miller, 2010
  7. Diagnosing Sample Ratio Mismatch in Online Controlled Experiments: A Taxonomy and Rules of Thumb for Practitioners Microsoft Research, KDD 2019, 2019-07
  8. Why You Only Need to Test with 5 Users Nielsen Norman Group, 2000
  9. Microsoft Clarity Microsoft, 2026
  10. Sunset September 2023: Google Optimize Google, 2026
  11. The 10 Best Conversion Rate Optimization Agencies, Compared by Method Web Tonic, 2026
  12. CRO Agency Retainer Costs: What You'll Actually Pay in 2026 Clicks Geek, 2026

Tags

  • CRO
  • A/B testing
  • Agencies
  • Process
Veljko Nikolic

Veljko Nikolic

Co-founder, Octo Agency

Veljko runs the build side of Octo Agency. He has shipped marketing sites for B2B teams in legal tech, health and manufacturing, and writes about what survives contact with a real review cycle.

Mihajlo Stojanovic

Reviewed by

Mihajlo Stojanovic

Co-founder, Octo Agency

Mihajlo runs the technical side of Octo Agency: Webflow builds, custom backends and the systems that keep a site editable after launch. He has shipped more than twenty Webflow sites a year as a white-label partner and writes about what survives contact with a real marketing team.