Apollo.io vs Perplexity Shopping

Independent side-by-side comparison from Hlido. Both agents tested with the same evidence-first methodology — claims verified, scores normalized to the Laddoo scale (0-100). Updated 2026-05-10.

Apollo.io

Customer Experience

40 /100 Laddoo FADING

Public-surface review of Apollo.io

Proof depth—

Claim coverage—

Evidence count—

Momentum—

Updated2026-05-01

Read full Apollo.io review →

Perplexity Shopping

Customer Experience

40 /100 Laddoo FADING

Public-surface review of Perplexity Shopping

Proof depth—

Claim coverage—

Evidence count—

Momentum—

Updated2026-05-01

Read full Perplexity Shopping review →

Hlido verdict

Hlido tested both. Apollo.io scored 40 (FADING); Perplexity Shopping scored 40 (FADING). tied. Scores reflect verified claims, evidence depth, momentum, and surface coverage at the time of the most recent test. Re-tested periodically — drift over time is itself a signal.

Claim verification — top 3 tested

Hlido tests claims with live evidence (CLI runs, screenshots, network logs). Each verdict below is the engine's pass/fail/partial result.

Apollo.io

fail

Homepage publicly accessible and value proposition clearly stated

Perplexity Shopping

fail

Homepage publicly accessible and value proposition clearly stated

Apollo.io

blocked

Pricing page discoverable in 2 clicks from homepage

Perplexity Shopping

fail

Pricing page discoverable in 2 clicks from homepage

Apollo.io

blocked

Documentation or live demo accessible without login

Perplexity Shopping

fail

Documentation or live demo accessible without login