Practice Relative Rankings

Exploratory relative standing across the 18 reviewed practice reports generated on 2026-03-27. Click any practice row to expand a mined overview from the source JSON, including task routes, issue notes, analyst observations, and the signal breakdown used in the cohort ranking.

Coverage

18

Reviewed practices in this cohort.

Conclusion: A technically poor website doesn't guarantee bad reviews or bad survey results, at least not to the degree we could measure it here.

Method

Report-only ranking

Default ordering is based on the subjective report scores now stored in each practice JSON: front-door clarity, digital task coverage, journey ease, trust and maintenance, complaints and fallbacks, and overall patient usability. GP Patient Survey, Google scores, click counts and issue counts are shown beside that ordering as comparison columns, not as inputs to the rank itself.

The default order is driven by six subjective report fields: front-door clarity, task coverage, journey ease, trust and maintenance, complaints and fallbacks, and overall patient usability.

Top Five

  1. Pendleton Medical Centre#1 · 100.0
  2. Manchester Integrative Medical Practice#2 · 98.6
  3. Ashton Gp Service#3 · 94.1
  4. City Health Centre#4 · 91.6
  5. Lindley House Health Centre#5 · 85.4
Highest current cohort positions by composite relative score.

Bottom Five

  1. Droylsden Medical Practice#14 · 56.9
  2. HT Practice#15 · 56.3
  3. Guide Bridge Medical Practice#16 · 46.8
  4. Millbrook Medical Practice#17 · 23.0
  5. Rock@Radcliffe#18 · 11.8
Current cohort tail positions, not an absolute quality judgement.

Measurement limits Lack of clarity is probably down to our measurement method being unable to effectively copy real user behaviour because of captchas, redirects and basic limits of what an LLM can convert into meaningful signals. We will try revisiting this in future.

Comparison Chart

The x-axis follows the default report-usability order. The three lines show whether Google review score, GP Patient Survey overall, and GP Patient Survey website ease broadly rise and fall with that report-led ordering.

0255075100#1#10#18Pendleton Medical Centre · rank #1 · Google review x20: 4.8 / 5Manchester Integrative Medical Practice · rank #2 · Google review x20: 4.8 / 5Ashton Gp Service · rank #3 · Google review x20: 1.8 / 5City Health Centre · rank #4 · Google review x20: 4.5 / 5Lindley House Health Centre · rank #5 · Google review x20: 2.1 / 5Mossley Medical Practice · rank #6 · Google review x20: 3.7 / 5Simpson Medical Practice · rank #7 · Google review x20: 1.8 / 5The Smithy Surgery · rank #8 · Google review x20: 4.0 / 5Gordon Street Medical Centre · rank #9 · Google review x20: 1.5 / 5Hattersley Group Practice · rank #10 · Google review x20: 2.1 / 5Manchester Integrative Medical Practice at Moss Side Health Centre · rank #11 · Google review x20: 4.8 / 5New Bank Health · rank #12 · Google review x20: 1.9 / 5Charlestown MD · rank #13 · Google review x20: 1.9 / 5Droylsden Medical Practice · rank #14 · Google review x20: 1.8 / 5HT Practice · rank #15 · Google review x20: 1.3 / 5Guide Bridge Medical Practice · rank #16 · Google review x20: 1.8 / 5Millbrook Medical Practice · rank #17 · Google review x20: 2.7 / 5Rock@Radcliffe · rank #18 · Google review x20: 1.5 / 5Pendleton Medical Centre · rank #1 · GPPS overall: 73.0%Manchester Integrative Medical Practice · rank #2 · GPPS overall: 72.0%Ashton Gp Service · rank #3 · GPPS overall: 52.0%City Health Centre · rank #4 · GPPS overall: 70.0%Lindley House Health Centre · rank #5 · GPPS overall: 72.0%Mossley Medical Practice · rank #6 · GPPS overall: 83.0%Simpson Medical Practice · rank #7 · GPPS overall: 80.0%The Smithy Surgery · rank #8 · GPPS overall: 78.0%Gordon Street Medical Centre · rank #9 · GPPS overall: 61.0%Hattersley Group Practice · rank #10 · GPPS overall: 41.0%New Bank Health · rank #12 · GPPS overall: 69.0%Charlestown MD · rank #13 · GPPS overall: 59.0%Droylsden Medical Practice · rank #14 · GPPS overall: 49.0%HT Practice · rank #15 · GPPS overall: 66.0%Guide Bridge Medical Practice · rank #16 · GPPS overall: 53.0%Millbrook Medical Practice · rank #17 · GPPS overall: 69.0%Pendleton Medical Centre · rank #1 · GPPS website: 71.0%Manchester Integrative Medical Practice · rank #2 · GPPS website: 46.0%Ashton Gp Service · rank #3 · GPPS website: 43.0%City Health Centre · rank #4 · GPPS website: 56.0%Lindley House Health Centre · rank #5 · GPPS website: 45.0%Mossley Medical Practice · rank #6 · GPPS website: 54.0%Simpson Medical Practice · rank #7 · GPPS website: 52.0%The Smithy Surgery · rank #8 · GPPS website: 21.0%Gordon Street Medical Centre · rank #9 · GPPS website: 26.0%Hattersley Group Practice · rank #10 · GPPS website: 41.0%New Bank Health · rank #12 · GPPS website: 73.0%Charlestown MD · rank #13 · GPPS website: 52.0%Droylsden Medical Practice · rank #14 · GPPS website: 29.0%HT Practice · rank #15 · GPPS website: 13.0%Guide Bridge Medical Practice · rank #16 · GPPS website: 42.0%Millbrook Medical Practice · rank #17 · GPPS website: 29.0%comparison scorereport usability order

Caveats

This page is an exploratory first pass. The ordering is meant to answer one narrow question: if we rank practices only by what the auto-reports say about website usability, do the Google review and GP Patient Survey columns end up in roughly the places we would expect if there is any correlation at all?

Weak signal Within this small sample the current report-only ranking does show some apparent relationship between lower Google scores and more issues found, but that could still be noise, prompt bias, or coincidence.
Click counts look flat Average click counts near 1.0, or similarly round fractional values, suggest either the patterns really are very flat or our click capture and summarisation are compressing differences too aggressively.
LLM caveat The issue counts and friction notes are not a clean ground-truth audit. The model may have picked issues that fit an apparent pattern instead of measuring how many issues actually exist on each real website.
Likely next use The fuller per-practice review payloads may still let us compare recurring issue types across practices more usefully than this simple ranking can.

The current read is that basic website quality or reliability alone, whether pages load fast enough or whether the route technically works, is probably not the main driver here. What may matter more is the design choice layer: whether the route is clear, coherent, and actually effective for patients once they arrive.

Use this only for this specific process. It should not be trusted as a general ranking, a causal claim, or a reliable count of real website problems outside this experimental workflow.