Comprehensive report

photosbylinn.com

Market: Global (en)

Each model is asked to answer as a buyer in Global, so your visibility reflects your actual market, not a global/US bias.

The firm offers professional documentary‑style photography that records protests, campaigns, events and other actions for the purpose of visual storytelling. Its services are aimed at organizations, businesses and activist groups that seek to highlight social, environmental or animal‑rights issues and to increase the visibility of their work. By combining expertise in marketing communication with on‑location image capture, the company helps clients document and share impact‑driven narratives. It operates within the visual content creation market, fulfilling the need for compelling, authentic imagery that supports advocacy, branding and outreach efforts.

The area you and these competitors operate in: noorimages.com, viiphoto.com, magnumphotos.com, panos.co.uk, panospictures.com.

You are early, not behind

AI has not learned your brand yet - and that is fixable

Most sites start exactly here: the AI models simply have not learned who you are yet. This is not a penalty, it is an open lane. Right now noorimages.com and a few others own the answers in your space - the work below is how you start showing up alongside them.

Your first wins

High impact FAQ / questions and answers
High impact Organization entity (sameAs) for your webmaster
Medium impact Clear main heading (H1) in the page source

See the full checklist

Low confidence: AI models do not clearly recognise this brand yet and disagree on who you are, so the numbers below are preliminary. Paste your site so we can confirm them. Paste your site for an accurate report.

0-100. How well AI models know and mention you - your presence in neutral buyer answers plus overall brand recognition.

0.0/100

AI Visibility Low confidence

Recognised by AI, by name0%

Named unprompted, in your category0%

Whether AI knows and mentions you.

Estimated from brand recognition only - paste your site to confirm.

Share of best-practice (AEO) signals in place for AI visibility. Only scored when we can read your site.

46.7%

AI Readiness

Whether your site is technically optimised for AI.

Rises as you add the checklist signals - the groundwork that lets AI recognize you.

See the checklist

Two scores, two different things

AI Readiness is how well your own website is built for AI to read and cite - something you control. AI Visibility is whether AI actually knows and recommends you - shaped mostly by the rest of the web. You can be fully ready and still under-recommended; that gap is where the opportunity is.

Not ranked yet - no mentions on neutral buyer questions

Why you're underperforming

AI barely recognises the brand yet (recognition 0%), so it rarely brings you up on its own. AI visibility is 0/100.

Your site is already in good shape - the main lever here is off-site: being known and cited across the web. The on-page items below help only at the margin.

What moves the needle: FAQ / questions and answers, Organization entity (sameAs), Clear main heading (H1) in the page source

Build your off-site presence

High impact Get listed in the authoritative directories and industry bodies for your category and market
High impact Earn mentions on the third-party sources AI leans on - trade press, respected editorial, category guides
Medium impact Join and get profiled by the recognised association or network in your field
Medium impact Keep your name, category and key facts consistent across the web so AI resolves you as one clear entity

Third-party sources you're outranked by (get present here first): facebook.com, youtube.com, 1x.com

AI's view of you is shaped mostly by what the rest of the web says, not just your own pages. These build the off-site signal AI leans on. LLMrank measures the result - you don't control third-party sites, so treat these as direction, not guarantees.

Where you show up across AI models

Preliminary - the models guessed these from the name alone. Paste your site to confirm.

Your brand and competitors as rows, AI models as columns. Each cell counts how often they are mentioned.

Ranking is based on neutral buyer questions. We don't count questions that already name you, so it's a fair comparison with competitors.

Your rank is based on how often each brand is named unprompted across the neutral buyer questions. M = the brands compared (you plus your competitors). A model can recognize you and still not name you unprompted, so a 0 here is a visibility gap, not a sign the model does not know you.

Brand	Mentions	anthropic/claude-fable-5	anthropic/claude-opus-5	anthropic/claude-sonnet-4	anthropic/claude-sonnet-4.6	anthropic/claude-sonnet-5	deepseek/deepseek-chat-v3-0324	deepseek/deepseek-v4-pro	google/gemini-2.5-flash	google/gemini-3.6-flash	meta-llama/llama-3.1-70b-instruct	mistralai/mistral-large	openai/gpt-4o	openai/gpt-5.5	openai/gpt-5.6-sol	x-ai/grok-4.3	x-ai/grok-4.5	z-ai/glm-5.1	z-ai/glm-5.2
Your brand Photosbylinn	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
noorimages.com AI	15	1	0	1	1	1	1	0	1	1	1	1	1	1	1	1	1	1	0
viiphoto.com AI	14	1	0	1	1	1	1	0	1	0	1	1	1	1	0	1	1	1	1
magnumphotos.com AI	13	1	0	1	1	1	1	0	1	0	1	1	1	1	0	1	1	0	1
panos.co.uk AI	11	1	0	0	0	1	1	0	0	1	1	1	1	1	1	1	1	0	0
panospictures.com AI	10	1	0	0	0	1	1	0	0	1	1	1	1	1	1	1	0	0	0
gettyimages.com AI	8	1	0	1	0	1	1	0	1	0	1	0	1	1	0	0	0	0	0
reduxpictures.com AI	8	0	0	1	0	1	1	0	1	0	1	1	1	1	0	0	0	0	0
reuters.com AI	4	0	0	1	0	0	1	0	0	0	1	1	0	0	0	0	0	0	0
apimages.com AI	3	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0
agencevu.com AI	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
bluechalk.com AI	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1
mediastorm.com AI	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1
polarisimages.com AI	2	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0
reportdigital.co.uk AI	2	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
survivalmediaagency.com AI	2	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
zumapress.com AI	2	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0
actionphotography.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
alejandrocegarra.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
amivitale.com AI	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
amnesty.org.uk AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
angelajimenez.com AI	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
apnews.com AI	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
brookeandersonphoto.com AI	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
contactpressimages.com AI	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
danielberehulak.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
demotix.com AI	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
diversify.photo AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
documentaryfamilyphotography.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
erikmcgregor.com AI	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
everydayprojects.com AI	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
factionphotography.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
fotoevidence.org AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
gilesclarke.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
grainmedia.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
invisionagency.com AI	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
itsgoingdown.org AI	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
jesshurd.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
joebrusky.com AI	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
kholoudeid.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
kristianbuus.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
lynseyaddario.com AI	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
mattblack.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
ninaberman.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
petekiehart.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
platonphoto.com AI	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
primecollective.com AI	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
prospektphotographers.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
reportdigital.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
reservephoto.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
ryanchristopherjones.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
shannonstapleton.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
shedrickpelt.com AI	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
silvercloudpictures.com AI	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
sipapress.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
storyhunter.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
survivalmedia.org AI	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
theluupe.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
thephotocooperative.org AI	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
vuagency.com AI	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
wagingnonviolence.org AI	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
witness.org AI	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
womenphotograph.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
wonderfulmachine.com AI	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
zackarycanepari.com AI	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0

Show all 64 competitors

Not satisfied? Change competitors

Useful?

Your visibility over time

Each AI model knows the world up to a point in time. This timeline lines up the models, when you first showed up in each one, and your visibility score across measurements - so you can see how your presence is moving.

Recognizes you Does not recognize you

Hover or tap a dot to see what that model says about you.

Mistral AI recognized by 0/1

Mistral Large est.

OpenAI recognized by 0/3

GPT-4o

GPT-5.5

GPT-5.6 Sol

Meta recognized by 0/1

Llama 3.1 70B

DeepSeek recognized by 0/2

DeepSeek V3 (0324)

DeepSeek V4 Pro est.

Z.ai recognized by 0/1

GLM-5.1 est.

xAI recognized by 0/1

Grok 4.3 est.

Google recognized by 0/2

Gemini 2.5 Flash

Gemini 3.6 Flash est.

Anthropic recognized by 0/5

Claude Sonnet 4

Claude Sonnet 4.6

Claude Sonnet 5

Claude Fable 5

Claude Opus 5 est.

Visibility score over measurements

18.7

Across the models with a known cutoff, 0 of 16 recognize you and can describe you.

A "~" and "est." marks an estimated knowledge cutoff: the model has no publicly stated date, so we place it from its release. It is an estimate, not a confirmed date.

No fixed date available for: GLM-5.2, Grok 4.5

Useful?

How AI describes you

How each AI model summarizes your site when given your details. This is what a model writes back about you from the description we passed it - not our own reading, and not proof the model knows you unprompted (see recognition).

These summaries are written from the details we gave each model, not fetched live or source-cited. Whether a model already knows you on its own is a separate signal - see recognition. See the models and their cutoffs

AI answers can come from two places: a model's trained knowledge (what we measure here), and grounded answers where the model fetches and cites live sources. Grounded, cited measurement is a separate mode we plan to add later; today's report is the trained-knowledge view, per each model's cutoff.

We asked each model about your exact company (your domain + what you do), so the answer is not about a different company with a similar name.

Heads up: these summaries are based on the description we gave each model - the models did not recognize your brand on their own (see recognition). A model can write a confident summary from our input while knowing nothing about you unprompted. That gap is exactly the opportunity to close.

anthropic/claude-fable-5

I can't independently confirm specific details about Photosbylinn or verify the content of photosbylinn.com, as I don't have reliable information about this particular company in my knowledge base. Based solely on the context you've provided, the company appears to offer: - Documentary-style photography services — professional photo coverage of protests, campaigns, events, and activist actions - Visual storytelling — capturing images intended to communicate a narrative or cause, not…

anthropic/claude-opus-5

I can't confirm this specific company. I don't have any reliable information in my knowledge about a photography business operating at photosbylinn.com — the name is generic enough ("Photos by Linn") that there could be several unrelated photographers using similar branding, and I'd risk describing the wrong one or inventing details.

anthropic/claude-sonnet-4

I cannot confirm specific details about the company Photosbylinn at photosbylinn.com based on my available information. While you've provided context that suggests it's a documentary-style photography service focused on protests, campaigns, and events for organizations and activist groups, I don't have verified information about this specific company to confirm these details or provide additional information about their services.

anthropic/claude-sonnet-4.6

I don't have specific verified information about the company at photosbylinn.com in my training data. Rather than risk describing a different company or fabricating details about this specific business, I want to be straightforward with you: I cannot confirm the details of this exact company. The contextual description you've provided gives a clear picture of what they offer, but I wouldn't want to simply repackage your own description back to you as if I independently verified it.

anthropic/claude-sonnet-5

I don't have verified information about the specific company at photosbylinn.com. I can't independently browse the web to confirm details, and I don't have reliable prior knowledge of this particular business.

deepseek/deepseek-chat-v3-0324

Photosbylinn (photosbylinn.com) appears to be a professional photography service specializing in documentary-style photography focused on capturing protests, campaigns, events, and activist actions for visual storytelling. ### What They Offer: - Documentary/activist photography: Candid, authentic imagery of protests, demonstrations, and social/political actions. - Event coverage: Professional documentation of campaigns, rallies, and organizational events.

deepseek/deepseek-v4-pro

I cannot confirm the existence of a company called "Photosbylinn" at the domain photosbylinn.com or one that matches your specific description. Based on the context you provided, the services you described—documentary-style photography for protests, campaigns, and activist groups—do not appear to correspond to a verifiable business I can identify with that exact name and website.

google/gemini-2.5-flash

I cannot confirm the existence of the specific company "Photosbylinn" at the domain photosbylinn.com based on the information provided. My search capabilities do not extend to real-time website verification or private business databases. Therefore, I cannot describe what this specific company offers or who it is for.

google/gemini-3.6-flash

Based on the details for Photosbylinn (photosbylinn.com): ### What the Company Offers Photosbylinn provides professional documentary-style photojournalism and visual storytelling services. The firm specializes in capturing live events, political campaigns, civil protests, rallies, and organizational actions with an authentic, narrative-focused lens. ### Who It Is For Its services are designed for: * Activist and advocacy groups documenting movements and social causes.

meta-llama/llama-3.1-70b-instruct

Based on my research, Photosbylinn.com appears to be a photography service that offers professional documentary-style photography for organizations, businesses, and activist groups. They specialize in capturing protests, campaigns, events, and other actions for the purpose of visual storytelling.

mistralai/mistral-large

Based on the information available on photosbylinn.com (as of my latest knowledge), Photosbylinn is a professional photography service specializing in documentary-style photography for social movements, activism, and advocacy. ### What They Offer: - Protest & Campaign Photography – High-quality, candid images capturing protests, rallies, and direct actions. - Event & Action Documentation – Visual storytelling for organizations, nonprofits, and activist groups.

openai/gpt-4o

I cannot confirm the existence or details of a company named Photosbylinn at photosbylinn.com based on the information available to me. If this company does exist and offers services as you described, it would likely provide professional documentary-style photography services aimed at capturing protests, campaigns, events, and other actions. These services would be targeted towards organizations, businesses, and activist groups interested in visual storytelling.

openai/gpt-5.5

I can’t independently verify the live contents of photosbylinn.com here, so I’m relying on the context you provided. Photosbylinn appears to be a documentary-style photography service focused on capturing protests, campaigns, events, and activist actions through visual storytelling.

openai/gpt-5.6-sol

I can’t independently confirm the live contents of photosbylinn.com. Based on the provided description, Photosbylinn is a professional documentary-photography service covering protests, campaigns, events, and activist actions. It creates authentic visual storytelling and communications imagery for organizations, businesses, nonprofits, campaigns, and activist groups.

x-ai/grok-4.3

Photosbylinn (photosbylinn.com) offers professional documentary-style photography that captures protests, campaigns, events, and other actions for visual storytelling. Its services target organizations, businesses, and activist groups seeking this type of documentation.

x-ai/grok-4.5

I don’t have direct knowledge of every small business, so I can’t confirm details about Photosbylinn (photosbylinn.com) from memory. Based on the context you provided, it appears to offer professional documentary-style photography that records protests, campaigns, events, and other actions for visual storytelling, aimed at organizations, businesses, and activist groups. I recommend checking the site directly for the most accurate, up-to-date description of what they offer and who they serve.

z-ai/glm-5.1

I cannot independently confirm the exact company "Photosbylinn" at photosbylinn.com. However, based on the context you provided, the company offers professional documentary-style photography to capture protests, campaigns, events, and other actions for visual storytelling. These services are designed for organizations, businesses, and activist groups.

z-ai/glm-5.2

Photosbylinn (found at photosbylinn.com) is a professional photography service. What it offers: The company specializes in professional documentary-style photography. It focuses on capturing protests, campaigns, events, and other actions to create compelling visual storytelling. Who it is for: Its services are tailored for organizations, businesses, and activist groups that want to document their activities, campaigns, and movements through high-quality visual media.

Fact tracker

AI has no confirmed facts about you yet - the models don't recognise this brand.

Model agreement

How the AI models compare with each other - where they agree about you, and where one model stands apart. A model that disagrees is a concrete visibility risk worth addressing.

Positioning One model differs

Most models place you alongside: noorimages.com, viiphoto.com, magnumphotos.com, panos.co.uk, panospictures.com, gettyimages.com, reduxpictures.com, reuters.com, apimages.com, agencevu.com, bluechalk.com, mediastorm.com, polarisimages.com, reportdigital.co.uk, survivalmediaagency.com, zumapress.com

Stands apart: deepseek/deepseek-v4-pro - places you alongside a different set: angelajimenez.com, brookeandersonphoto.com, erikmcgregor.com, joebrusky.com, shedrickpelt.com, silvercloudpictures.com

Where this plays out, context by context

The same picture broken down per buyer question (and per market when measured): where you are named, who shows up instead, and how it shifts by context.

By context

Do models recognize you

Asked cold, with no hint from us - does the model already know your brand? The honest test of unprompted awareness.

Brand question - 0 competitors here

Question asked: What do you know about Photosbylinn ({domain})? If you are not familiar with this specific company, say so plainly - do not guess or describe a different company with a similar name.

You were named in 18 of 18 answers here - you show up in this context.

18 model answers in this context, you were named in 18.

No competitors named in this context.

Brand questions

What models say when asked about you by name. Not used for the competitive ranking (it names you).

Brand question - 0 competitors here

Question asked: What is Photosbylinn, the company at {domain}? For context, this company is in: The firm offers professional documentary‑style photography that records protests, campaigns, events and other actions for the purpose of vis Briefly describe what THIS specific company offers and who it is for. If you cannot confirm this exact company, say so rather than describing a different company with a similar name.

You were named in 18 of 18 answers here - you show up in this context.

18 model answers in this context, you were named in 18.

No competitors named in this context.

Alternatives to you

When someone asks for alternatives to you - who the models suggest instead.

Brand question - 4 competitors here

Question asked: Is Photosbylinn a good choice, and what are the main alternatives? List the specific companies a buyer would compare.

You were named in 18 of 18 answers here - you show up in this context.

18 model answers in this context, you were named in 18.

shutterstock.com - 6 mentions
alamy.com - 3 mentions
stocksy.com - 2 mentions
eyeem.com - 1 mentions

Category recommendations

Neutral category questions (a buyer describing their need). Counts for your ranking - who gets recommended.

Not seen - 64 competitors here

Question asked: A customer is looking for The firm offers professional documentary‑style photography that records protests, campaigns, events and other actions for the purpose of vis. Which specific companies or brands would you recommend they consider? List real, comparable alternatives (competitors that a customer could choose instead), not suppliers, partners or vendors.

You were not named in any of 18 answers here - this is where you are least visible. The competitor noorimages.com was named most often (15x).

18 model answers in this context, you were named in 0.

noorimages.com - 15 mentions
viiphoto.com - 14 mentions
magnumphotos.com - 13 mentions
panos.co.uk - 11 mentions
panospictures.com - 10 mentions
gettyimages.com - 8 mentions
reduxpictures.com - 8 mentions
reuters.com - 4 mentions
apimages.com - 3 mentions
polarisimages.com - 2 mentions
reportdigital.co.uk - 2 mentions
bluechalk.com - 2 mentions
mediastorm.com - 2 mentions
agencevu.com - 2 mentions
zumapress.com - 2 mentions
survivalmediaagency.com - 2 mentions
everydayprojects.com - 1 mentions
primecollective.com - 1 mentions
witness.org - 1 mentions
jesshurd.com - 1 mentions
kristianbuus.com - 1 mentions
reportdigital.com - 1 mentions
angelajimenez.com - 1 mentions
brookeandersonphoto.com - 1 mentions
erikmcgregor.com - 1 mentions
joebrusky.com - 1 mentions
shedrickpelt.com - 1 mentions
silvercloudpictures.com - 1 mentions
itsgoingdown.org - 1 mentions
thephotocooperative.org - 1 mentions
wagingnonviolence.org - 1 mentions
prospektphotographers.com - 1 mentions
sipapress.com - 1 mentions
survivalmedia.org - 1 mentions
contactpressimages.com - 1 mentions
invisionagency.com - 1 mentions
vuagency.com - 1 mentions
amivitale.com - 1 mentions
lynseyaddario.com - 1 mentions
platonphoto.com - 1 mentions
apnews.com - 1 mentions
demotix.com - 1 mentions
actionphotography.com - 1 mentions
alejandrocegarra.com - 1 mentions
amnesty.org.uk - 1 mentions
danielberehulak.com - 1 mentions
diversify.photo - 1 mentions
documentaryfamilyphotography.com - 1 mentions
factionphotography.com - 1 mentions
gilesclarke.com - 1 mentions
kholoudeid.com - 1 mentions
mattblack.com - 1 mentions
ninaberman.com - 1 mentions
petekiehart.com - 1 mentions
ryanchristopherjones.com - 1 mentions
shannonstapleton.com - 1 mentions
theluupe.com - 1 mentions
womenphotograph.com - 1 mentions
zackarycanepari.com - 1 mentions
grainmedia.com - 1 mentions
reservephoto.com - 1 mentions
storyhunter.com - 1 mentions
wonderfulmachine.com - 1 mentions
fotoevidence.org - 1 mentions

Where to buy

Where to buy in this category online. Counts for your ranking - who the models name.

Not seen - 0 competitors here

Question asked: Where can someone buy products in this category online, shipped to their home? Name the specific companies.

You were not named in any of 18 answers here - this is where you are least visible.

18 model answers in this context, you were named in 0.

No competitors named in this context.

More AI models are coming to your report.

Useful?

Competitors AI mentions

These are the competitors AI models name alongside you, with how often each is mentioned.

Active (mentioned) (64)

actionphotography.com (1) AI

Active
agencevu.com (2) AI

Active
alejandrocegarra.com (1) AI

Active
amivitale.com (1) AI

Active
amnesty.org.uk (1) AI

Active
angelajimenez.com (1) AI

Active
apimages.com (3) AI

Active
apnews.com (1) AI

Active
bluechalk.com (2) AI

Active
brookeandersonphoto.com (1) AI

Active
contactpressimages.com (1) AI

Active
danielberehulak.com (1) AI

Active
demotix.com (1) AI

Active
diversify.photo (1) AI

Active
documentaryfamilyphotography.com (1) AI

Active
erikmcgregor.com (1) AI

Active
everydayprojects.com (1) AI

Active
factionphotography.com (1) AI

Active
fotoevidence.org (1) AI

Active
gettyimages.com (8) AI

Active
gilesclarke.com (1) AI

Active
grainmedia.com (1) AI

Active
invisionagency.com (1) AI

Active
itsgoingdown.org (1) AI

Active
jesshurd.com (1) AI

Active
joebrusky.com (1) AI

Active
kholoudeid.com (1) AI

Active
kristianbuus.com (1) AI

Active
lynseyaddario.com (1) AI

Active
magnumphotos.com (13) AI

Active
mattblack.com (1) AI

Active
mediastorm.com (2) AI

Active
ninaberman.com (1) AI

Active
noorimages.com (15) AI

Active
panos.co.uk (11) AI

Active
panospictures.com (10) AI

Active
petekiehart.com (1) AI

Active
platonphoto.com (1) AI

Active
polarisimages.com (2) AI

Active
primecollective.com (1) AI

Active
prospektphotographers.com (1) AI

Active
reduxpictures.com (8) AI

Active
reportdigital.co.uk (2) AI

Active
reportdigital.com (1) AI

Active
reservephoto.com (1) AI

Active
reuters.com (4) AI

Active
ryanchristopherjones.com (1) AI

Active
shannonstapleton.com (1) AI

Active
shedrickpelt.com (1) AI

Active
silvercloudpictures.com (1) AI

Active
sipapress.com (1) AI

Active
storyhunter.com (1) AI

Active
survivalmedia.org (1) AI

Active
survivalmediaagency.com (2) AI

Active
theluupe.com (1) AI

Active
thephotocooperative.org (1) AI

Active
viiphoto.com (14) AI

Active
vuagency.com (1) AI

Active
wagingnonviolence.org (1) AI

Active
witness.org (1) AI

Active
womenphotograph.com (1) AI

Active
wonderfulmachine.com (1) AI

Active
zackarycanepari.com (1) AI

Active
zumapress.com (2) AI

Active

Suggestions (AI-found, not mentioned) (45)

activestills.org AI

Off
activistvisuals.com AI

Off
alamy.com AI

Off
amapictures.co.uk AI

Off
authenticframes.com AI

Off
bildbyran.se AI

Off
camera-press.com AI

Off
citizenframe.com AI

Off
compassionphotography.com AI

Off
documentaryfocus.com AI

Off
documentaryphotography.com AI

Off
documentaustralia.com.au AI

Off
documentingdissent.org.uk AI

Off
eciad.org AI

Off
eventdocumentation.com AI

Off
everydayclimatechange.com AI

Off
exposedphotography.com AI

Off
eyeem.com AI

Off
eyevine.com AI

Off
fairpicture.org AI

Off
fovea.photo AI

Off
frontlinepictures.com AI

Off
grassrootsmedia.com AI

Off
greenpeace.org.uk AI

Off
impactimagery.com AI

Off
insightsphotoagency.com AI

Off
lensforchange.com AI

Off
lightrocket.com AI

Off
nurphoto.com AI

Off
photographerswithoutborders.org AI

Off
photojournale.com AI

Off
photovoice.org AI

Off
prospektphoto.net AI

Off
protestphotography.com AI

Off
reflexstock.com AI

Off
reportagebyoxfam.tumblr.com AI

Off
shutterstock.com AI

Off
socialjusticephoto.com AI

Off
stocksy.com AI

Off
storydrivenimages.com AI

Off
terra-project.fr AI

Off
truthcapture.com AI

Off
visualadvocacy.com AI

Off
watermarkphotos.com AI

Off
weanimalsmedia.org AI

Off

Sources around your brand

Ranking above you in search

facebook.com
youtube.com
1x.com
andrew-cameron.com
atmos.earth
betterevaluation.org
chrisconstantinephoto.com
discover.bklynlibrary.org

AI also names 68 domains in your category - see Competitors.

These are the sites that surface for your category in search - where AI and buyers look, and where you're currently outranked or absent. This is search and mention data, not per-citation AI grounding (that needs deeper measurement).

Useful?

AI visibility checklist

Readiness score: 46.7%

We check your homepage and a few key linked pages (like /faq and /about) - where AI reads first. A cross means we did not find the signal there, not that it cannot exist elsewhere on your site.

Priority actions

Do these first - ranked by expected impact on your AI visibility.

High impact FAQ / questions and answers See the fix
High impact Organization entity (sameAs) for your webmaster
Medium impact Clear main heading (H1) in the page source
Medium impact Published/updated dates
Medium impact llms.txt present See the fix
Medium impact Article schema (JSON-LD) for your webmaster See the fix
Medium impact Author (byline/markup) for your webmaster
Medium impact HowTo schema (JSON-LD) for your webmaster

Useful?

Crawlability and discovery Structured data and entity Page content and headings Authorship and freshness

Can AI crawlers find and read your site at all? These signals tell language models where your content lives and that they are welcome to read it.

✗ llms.txt present

What: a /llms.txt that describes your service for AI crawlers. Why: it helps language models understand what you do and cite you correctly (like robots.txt, but for AI).

Add an llms.txt that describes your service for AI crawlers.

llms.txt (place at {base_url}/llms.txt)

# Photosbylinn
> One-line summary of what Photosbylinn does and who it is for.

https://photosbylinn.com

## Key pages
- [Home](https://photosbylinn.com/): what Photosbylinn offers, in brief
- [About](https://photosbylinn.com/about): who Photosbylinn is
- [Contact](https://photosbylinn.com/contact): how to get in touch

## Notes
Written for AI assistants: plain facts about Photosbylinn, kept current.

✓ robots.txt present
?
What: a /robots.txt that controls what crawlers may read. Why: without it, important pages can be missed or the wrong pages indexed.
✓ sitemap.xml present
?
What: a /sitemap.xml listing your pages. Why: crawlers and AI find your whole structure so nothing important is missed.

Machine-readable facts about who you are and what you offer. The clearer your structured data, the more accurately AI can understand and describe you instead of guessing.

✓ Structured data (JSON-LD)
?
What: JSON-LD describing your company and products in a machine-readable way. Why: AI uses it to understand what you are and describe you correctly.

✗ FAQ / questions and answers

What: an FAQ with clear questions and answers. Why: it matches how people ask AI - models often lift answers straight from well-structured FAQs.

Add an FAQ that answers buyer questions (ideally with FAQPage schema).

FAQ schema (FAQPage JSON-LD)

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What does Photosbylinn do?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Answer in one or two plain sentences a model can quote directly."
      }
    },
    {
      "@type": "Question",
      "name": "Who is Photosbylinn for?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Describe your ideal customer in plain language."
      }
    }
  ]
}
</script>

✗ Article schema (JSON-LD)

What: JSON-LD of type Article/BlogPosting with author, publisher and dates. Why: it helps AI understand the page is editorial content, who stands behind it and how fresh it is - signals that weigh in when models choose what to cite.

Mark up articles and guides with Article schema (author, publisher, datePublished).

Article schema (JSON-LD)

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "Your article title",
  "author": {
    "@type": "Organization",
    "name": "Photosbylinn"
  },
  "publisher": {
    "@type": "Organization",
    "name": "Photosbylinn",
    "logo": {
      "@type": "ImageObject",
      "url": "https://photosbylinn.com/logo.png"
    }
  },
  "datePublished": "YYYY-MM-DD",
  "dateModified": "YYYY-MM-DD",
  "mainEntityOfPage": "https://photosbylinn.com/your-article",
  "description": "One or two plain sentences summarising the article so a model can quote it."
}
</script>

✗ HowTo schema (JSON-LD)
?
What: JSON-LD of type HowTo for step-by-step content. Why: it makes instructions machine-readable so AI can reproduce your steps correctly instead of guessing.

Add HowTo schema to guides and step-by-step pages.
✗ Organization entity (sameAs)
?
What: Organization schema with sameAs links to your official profiles (e.g. LinkedIn, Wikidata). Why: it ties your company to a clear entity so AI does not confuse you with someone else and describes you correctly.

Add Organization schema with sameAs links to your official profiles.

The plain, static content AI actually reads. Clear titles, headings and descriptions in the page source mean models read what you do instead of an empty shell.

✓ Canonical URL
?
What: a canonical URL points to the 'real' address when the same content lives on several URLs. Why: it stops your visibility being split across duplicates.
✓ Open Graph tags
?
What: Open Graph tags (title/image/description) control how the page looks when shared. Why: they give AI and social media a clear, correct summary.
✓ Meta description
?
What: the page's short summary. Why: search engines and AI use it to describe you - a good description means you are described the way you want.
✓ Page title
?
What: the page title. Why: it is the first thing AI and search engines read - a clear title with what you do helps you get named in the right context.
✗ Clear main heading (H1) in the page source
?
What: a main heading (H1) present in the page source. Why: AI crawlers often do not run JavaScript - a static, clear heading means they actually read what you do instead of seeing an empty page.

Have a clear H1 stating what the page is about, in server-rendered HTML.

Who stands behind the content and how current it is. Clear authorship and dates are credibility signals AI weighs when it decides whether to trust and cite you.

✗ Author (byline/markup)
?
What: a clear author via markup (JSON-LD author, rel=author or meta author). Why: who stands behind the content is a credibility signal (E-E-A-T) that AI weighs when deciding whether to trust and cite you.

State the author with markup (author in JSON-LD, rel=author or meta name=author).
✗ Published/updated dates
?
What: datePublished/dateModified in markup or <time> elements. Why: freshness matters - AI often prefers updated content and can show when something was last changed.

Expose published and updated dates in markup (datePublished/dateModified or <time datetime>).

Useful?