We asked ChatGPT, Gemini, Claude, and Perplexity about Siftly. Here are their unfiltered opinions and who they recommend.

Two views of the same scan — by the questions buyers ask, and by the engine answering them.
Where the 54/100 comes from — reds are where AI hurts Siftly most.
The four engines rarely agree — the gap is the story.
Kairosy asks ChatGPT, Gemini, Claude, and Perplexity the questions real buyers ask about Siftly — is it worth it, common complaints, head-to-head comparisons, best-in-category shortlists, trust checks. Every answer is classified (positive / neutral / negative / prefers-competitor / doesn't-know) and scored; the 0–100 score is the weighted average. Quotes on this page are unedited engine output from the 2026-08-05 scan.
Four answers about a brand-visibility tracker, and they disagree about whether the brand is really there. One quotes Siftly's own guide page; one has no complaint history to draw on; one hands the category to the rival it says does this better.
Measuring AI visibility for a living, Siftly lands a 54/100 AI reputation — Vulnerable. Six of 24 answers contain no Siftly at all, and the pair of prompts that produce a shortlist — who leads the category, and what else is out there — answer at 24 and 25.
“Based on the search results, Siftly vs. LLM Pulse is the key comparison: Siftly ([siftly.ai](https://siftly.ai/guide/ai-search-optimization-tools)) is an AI visib…”
Claude's comparison — joint-lowest of the four engines at 44 — resolves in the rival's favour.
“Common complaints about Siftly include that its self-serve plans are highly…”
Gemini reports that Siftly's self-serve plans are heavily limited, a pricing-page objection rather than a product one.
“I'm not familiar with broad, well-documented user complaint patterns for…”
Perplexity has no documented pattern of user complaints to work from, which for a young brand reads as thin evidence rather than clean hands.
“LLM Pulse ... is positioned as stronger on data depth, reporting, and agency-friendly features.”
ChatGPT positions LLM Pulse as stronger on data depth, reporting and agency-friendly features — the three things an agency buyer is actually weighing.
Same scan, same questions — Siftly in the competitive context AI itself brought up. Peer names link to their own live reports.
All four answers below are Claude's, and the contradiction inside them is stark: on one question it quotes a page hosted on siftly.ai, on another the brand has no entry at all.
siftly.ai vs the leading alternative — which should a buyer choose and why?
“Based on the search results, Siftly vs. LLM Pulse is the key comparison: Siftly ([siftly.ai](https://siftly.ai/guide/ai-search-optimization-tools)) is an AI visib…”
Claude frames the matchup as Siftly vs LLM Pulse and cites siftly.ai's own guide page while doing it. Siftly's content is powering an answer that ends on the competitor's name — the worst possible return on a published guide.
What are the most common complaints or downsides of siftly.ai?
“Based on recent reviews, the most common complaints about Siftly are: 1. Limited AI model coverage on lower tiers — Entry plans only include ChatGPT and Google AI Ove…”
Claude's complaints answer is narrow and expensive: limited AI model coverage on the lower tiers. For a tracker whose whole value is breadth of coverage, that objection lands on the plan most buyers start from.
What are the best alternatives to siftly.ai? Name the top picks.
“LLM Pulse — Described as the best overall…”
Claude describes LLM Pulse as the best overall when the question turns to substitutes — a superlative handed to a rival at the exact point a buyer is ready to choose.
What is the best brand visibility tracker for AI search? List the top options.
“I'm not familiar with a specific brand called "siftly.ai," so I can't speak to that directly.”
The category question, the best brand visibility tracker for AI search, is the one Siftly exists to win, and Claude builds its list of top options with no record of the brand. Losing that answer means losing the funnel at its widest point.
Siftly's problem is arithmetic rather than opinion: too few sources describe it, so the engines fill the space with a rival that has more. Every move below adds source material.
Two engines put LLM Pulse ahead of Siftly on both the matchup and the substitute question, and the material feeding it belongs to a rival. A siftly.ai vs LLM Pulse page with coverage and pricing laid out in parseable form answers it directly.
'Limited model coverage' and 'better alternative exists' come back whenever downsides are raised, sourced from that same competitor page. Responding there and earning newer independent coverage is what changes what the models repeat.
Six of the 24 have nothing to say about Siftly — category ranking, substitutes and complaints among them — which is invisibility rather than criticism. Machine-readable copy and a place on the AI-search tool lists is the fix.
Data from a live Kairosy scan on 2026-08-05. Quotes are real engine outputs and may change as models update.
Fixes decay as models refresh — set up AI brand monitoring to catch the next shift in Siftly's answers.
Siftly owners or competitors? Scan and trace your AI reputation with Kairosy.
Track your brand across ChatGPT, Perplexity, Gemini, and Claude — and get an AI Presence Score that shows whether AI engines recommend you, misunderstand you, or ignore you.

Siftly scores 54/100 — verdict: Vulnerable — in Kairosy's scan of 24 real buyer questions asked across ChatGPT, Gemini, Claude, and Perplexity on 2026-08-05.
Partly. AI mentions Siftly in 75% of relevant answers, but only 42% actively recommend it — the rest stay neutral or go blank.
Claude, at 44/100 across 6 answers — versus Perplexity's 72/100. Engine gaps like this usually mean the brand's story lives in sources one model reads and another doesn't.
Yes. AI answers echo sources — review sites, comparison pages, forums — and those can be fixed. The fix plan above lists the moves for Siftly; a free Kairosy scan generates the same for any brand.

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