AIRANKS — The Authoritative Rankings for AI Web Content

AIRANKS measures AI visibility: we ask AI models real product and service questions, capture the complete answers as immutable observations, and publish what they contain — which brands were mentioned, which domains were cited, and which exact pages were linked. Every domain gets an AIR score from 1–10 (a decile of visibility in the active dataset; 0 means insufficient data), with the methodology in the open.

AIR

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The Question

← all rankings / dataset COBALT

Best electric toothbrush for dental implants

Oral-B takes the top spot in 100.0% of resamples. Of 3 ranked brands, only 2 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

25 cited pages · bars vs the leader

Toothbrushes | American Dental Associationwww.ada.orgada.org/resources/ada-library/oral…es?utm=airanks.net282
Dental Implant Maintenance - ASIRD - American Society of Implant and Reconstructive Dentistrywww.asird.orgasird.org/dental-implants/dental-i…e/?utm=airanks.net126
Oral-B iO Series 5 Customizable Clean Rechargeable Electric Toothbrush, Matte Black | Oral-Boralb.comoralb.com/en-us/products/electric-…k/?utm=airanks.net82
Best oral self-care practices for peri-implant conditions and diseases: a systematic review - PMCpmc.ncbi.nlm.nih.govpmc.ncbi.nlm.nih.gov/articles/PMC1…8/?utm=airanks.net57
Sonicare 1000 to 4100 Series Electric Toothbrush | Philipswww.usa.philips.comusa.philips.com/c-m-pe/electric-to…es?utm=airanks.net48
Oral-B iO Series | American Dental Associationwww.ada.orgada.org/resources/research/science…es?utm=airanks.net47
Dental Floss/Interdental Cleaners | American Dental Associationwww.ada.orgada.org/resources/ada-library/oral…ss?utm=airanks.net42
Peri-Implant Diseases - American Academy of Periodontologywww.perio.orgperio.org/for-patients/periodontal…s/?utm=airanks.net36
Philips Sonicare ProtectiveClean Electric Toothbrush | Philipswww.usa.philips.comusa.philips.com/c-m-pe/electric-to…an?utm=airanks.net28
Sonicare Series 6100 Rechargeable toothbrush HX7400/04 | Philipswww.usa.philips.comusa.philips.com/c-p/HX7400_04/seri…sh?utm=airanks.net27

The Ranking, With Its Uncertainty

Oral-B locked Oral-B — ci 1.00–1.00 · n=393 · 100.0% of resamples held this rank · named in 96% of answers
Philips Sonicare locked Philips Sonicare — ci 0.50–0.50 · n=393 · 100.0% of resamples held this rank · named in 90% of answers
Waterpik gathering Waterpik — gathering data, n=393. No bootstrap interval yet.

The Incomparability Lattice

what the intervals separate, not what the list claims

An edge means one brand's interval sits strictly above another's — zero overlap. No edge between two brands is not a gap in the drawing, it is the finding: their intervals overlap, and the bootstrap cannot tell them apart. Brands on the same rung are incomparable, not tied — the ranking above orders them anyway because a list has to print a total order; this diagram is the honest version.

Oral-B

1.00–1.00

Philips Sonicare

0.50–0.50