Benchmarks · September 2026 · updating

Who AI recommended for client gallery software for photographers, September 2026.

In September 2026, AI assistants recommended Pixieset most often for client gallery software for photographers: it appeared in 98% of the 44 answers we measured across 3 scans, credited for “polished client experience” and “very popular”.

ShootProof (84%), SmugMug (77%), Pic-Time (64%) followed. 11 brands were named at least once.

The sources assistants leaned on were gallerylink.live, pixieset.com, smugmug.com. Being present on those pages is the shortest route into these answers.

Answers
44
Scans
3
Brands named
11
Assistants
ChatGPT, Gemini, Perplexity, Claude

Share of answers

How often each brand was recommended.

  1. 1
    Pixieset
    98%
  2. 2
    ShootProof
    84%
  3. 3
    SmugMug
    77%
  4. 4
    Pic-Time
    64%
  5. 5
    PhotoShelter
    58%
  6. 6
    Zenfolio
    50%
  7. 7
    CloudSpot
    45%
  8. 8
    Format
    25%
  9. 9
    Dropbox
    25%
  10. 10
    Google Drive
    20%
  11. 11
    GalleryLink
    7%

Share = answers in which the brand was recommended ÷ all answers measured for this market in the month. Deltas are against August 2026. Paid placements never affect these figures.

Sources

Where the assistants read before answering.

Method

Each scan asks ChatGPT, Gemini, Perplexity and Claude 12 to 20 buyer questions for this market with web search on, and records every brand recommended in each answer. Figures are aggregated across all scans of the market in the month and de-identified: no customer, question set or answer is exposed. Past months are frozen on the first of the following month. Free to cite with a link (CC BY 4.0). Live ranking on the directory page.

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