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 crm software for photographers

Studio Ninja takes the top spot in 100.0% of resamples. Of 6 ranked brands, only 3 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

Pixieset Studio Manager Pricing | Get started freepixieset.compixieset.com/pricing-studio-manager/?utm=airanks.net171
What’s included in each HoneyBook membership plan | Help Center | HoneyBookhelp.honeybook.comhelp.honeybook.com/en/articles/241…an?utm=airanks.net151
Sprout Studio plans and pricing for an all-in-one photography CRMgetsproutstudio.comgetsproutstudio.com/pricing/?utm=airanks.net133
HoneyBook pricing | Flexible plans for small businesseswww.honeybook.comhoneybook.com/pricing?utm=airanks.net103
Best CRM for Photography Teams: Streamline Sales & Relationships | HoneyBookwww.honeybook.comhoneybook.com/crm/photographers?utm=airanks.net78
Choosing the right Subscription – Pixieset - Help Centerhelp.pixieset.comhelp.pixieset.com/hc/en-us/article…on?utm=airanks.net61
Choose the right Dubsado plan for your business | Dubsado Help Centerhelp.dubsado.comhelp.dubsado.com/en/articles/15920…ss?utm=airanks.net54
#1 Photography Business Management App | Studio Ninjawww.studioninja.costudioninja.co/?utm=airanks.net54

The Ranking, With Its Uncertainty

Studio Ninja locked Studio Ninja — ci 1.00–1.00 · n=385 · 100.0% of resamples held this rank · named in 99% of answers
HoneyBook locked HoneyBook — ci 0.80–0.80 · n=385 · 100.0% of resamples held this rank · named in 100% of answers
Dubsado locked Dubsado — ci 0.60–0.60 · n=385 · 100.0% of resamples held this rank · named in 100% of answers
17hats soft 17hats — ci 0.20–0.40 · n=385 · 70.2% of resamples held this rank · named in 6% of answers
Iris Works contested Iris Works — ci 0.00–0.40 · n=385 · 63.1% of resamples held this rank · named in 3% of answers
Salesforce gathering Salesforce — gathering data, n=385. 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.

Studio Ninja

1.00–1.00

HoneyBook

0.80–0.80

Dubsado

0.60–0.60

17hats

0.20–0.40

Iris Works

0.00–0.40