A website match did not guarantee decision ready provider evidence
Across major service categories, customer facing website coverage and research completeness often moved in different directions. This is a readiness audit, not a provider transparency ranking.
Website coverage and research completeness often moved apart.
Each circle plots website match on the horizontal axis and the share reaching research completeness 40 on the vertical axis.
Wealth management: website matched versus depth threshold reached.
What established research measured, and what this study adds.
Indicator based transparency research keeps component measures visible because one broad score can hide where the underlying evidence is strong or absent.
DFI Transparency Index methodology ↗ServeAssess compared website matching with research completeness across 22 service categories and found that the two measures often moved apart.
Major categories on two visible measures
| Category | Assignments | Website match | Completeness ≥40 | State resolved |
|---|---|---|---|---|
| Banking | 8,981 | 50.4% | 68.8% | 53.6% |
| Consumer lending | 7,777 | 46.0% | 77.4% | 58.4% |
| Investing | 5,761 | 94.9% | 29.6% | 52.3% |
| Business lending | 5,289 | 67.3% | 72.7% | 61.5% |
| Wealth management | 5,004 | 96.0% | 30.3% | 53.1% |
| Retirement | 4,260 | 97.6% | 36.9% | 54.8% |
| Mortgages | 4,193 | 80.9% | 71.9% | 64.8% |
| Payments | 1,353 | 100.0% | 55.9% | 57.4% |
| Insurance | 1,277 | 100.0% | 54.0% | 56.8% |
Every percentage and rate belongs to the sample, threshold and period shown beside it. A descriptive relationship is not presented as causation.
The bottom line
Wealth management records had a 96.0 percent website match rate, yet only 30.3 percent reached a research completeness score of at least 40. Consumer lending records showed the reverse pattern: 46.0 percent had a matched website while 77.4 percent reached the completeness threshold.
That contrast shows how official financial records and customer facing websites contribute different evidence. Neither rate should be read as the quality of providers in the category.
Mortgage records were comparatively research ready
Mortgages combined an 80.9 percent website match rate with 71.9 percent of assignments at or above the completeness threshold. Business lending reached 67.3 percent website coverage and 72.7 percent on the same completeness measure.
These results partly reflect strong official data pipelines and overlapping bank classifications. They do not show that mortgage or business lending providers disclose better terms to customers.
Investment categories depended on websites
Investing, wealth management and retirement each had website match rates above 94 percent. Their completeness threshold rates ranged from 29.6 to 36.9 percent.
The category record may establish the adviser and its scale while still lacking comparable pricing, eligibility, service constraints or customer outcomes.
Banking completeness came from official records
Banking records had a 50.4 percent website match rate, while 68.8 percent reached the completeness threshold. Consumer lending showed an even wider reversal.
A matched website is therefore one research input rather than a shortcut for completeness. Official call reports can make a record detailed on identity and financial fields without supplying ordinary product terms.
The design follows indicator based transparency research
Transparency indexes commonly publish component measures rather than hiding every field inside one score. ServeAssess uses that principle while keeping the subject narrower: the chart shows what the catalogue could research, not how transparent the market was.
Website, geography and completeness stay visible as separate variables. A missing item remains missing instead of becoming an adverse provider judgement.
Method
Category assignments were expanded from the 25 July provider export. Website coverage counted nonblank official website fields. Geography coverage required a resolved two letter headquarters state. Research completeness used the published threshold of 40 in the current assessment model.
Because one provider can appear in several categories, rows are not independent and category counts cannot be added. Small categories remain in the downloadable table but are not emphasized in the headline comparison.
Limits
The model was built to manage research coverage, not to estimate disclosure compliance. Category roles and official source availability differ, so the chart should not be used to name a most transparent sector.
The snapshot can change as websites are matched and records are enriched. A future edition should preserve the date and recompute the same fields rather than overwrite this result.
Open the underlying records
Every result on this page belongs to the dated sample above. Later catalogue updates do not silently change its denominator.