Lead Gen / Data is your top demand signal

⚠ Extremely low budget ($50 for 500 manual verifications) signals unrealistic expectations or test-client fishing; scope is legitimate but pricing is exploitative.

⚠ Unrealistic $200 budget for complex web crawler + AI development; vague scope and no specifics on tech, timeline, or deliverables.

⚠ $50 budget for multi-system integration (Cloudflare, WebSocket, Redis, session mgmt) is severely unrealistic; scope creep signals and incomplete stack disclosure lower confidence.

⚠ No budget stated, vague scope ('large dataset'), performance-based payment is high-risk, lacks specific technical requirements or deliverable metrics.

⚠ Vague scope, no specific deliverables or tech stack mentioned, suspiciously low budget ($3-5) for ongoing part-time work suggests fishing or unrealistic expectations.

⚠ Vague scope, extremely low budget ($8-35) for full-stack work, 'one-time project' framing suggests test rather than real hire.

⚠ Specific PRD and pricing structure but 'GHOST' gatekeeper trick and vague tech stack cutoff suggest possible screening test or low-quality brief.

⚠ Extremely low budget ($200 for 500 verified contacts with manual verification) signals either unrealistic expectations or fishing for cheap work.

⚠ Extremely low budget ($50) for substantial research work, vague delivery timeline ('within 5'), no realistic scope definition for list size.

⚠ Vague scope, micro-budget ($3-10), no specific deliverables or timeline, reads like fishing for cheap labor.

⚠ $20 budget for 200 qualified international leads with verified emails is unrealistically low; appears to be a data-sourcing fishing post, not SaaS product development.

⚠ Legitimate research request but vague scope, no budget stated, and heavy data verification/sourcing work may signal low-budget expectation or fishing for spec work.

⚠ Vague scope, no budget listed, generic language ('exciting projects'), and short-term engagement suggest either a test hire or exploratory fishing post.

⚠ Real use case but major red flags: $500 for 400 companies in 48 hours is unrealistic ($1.25 per company), no specific data fields defined, and tight deadline with vague scope invites scope creep.

⚠ Extremely low budget ($150 for bulk leads), vague scope, and 'keyword gating' tactic are red flags suggesting either unrealistic expectations or a fishing post.

⚠ Vague scope, tiny budget ($8-15), no named deliverables, tools, or timeline—classic fishing post.

⚠ $5 budget for 100 leads with 9 data points each is absurdly low; clear bait-and-switch to source cheap lead lists.

⚠ Vague scope mixing VA duties with sales ops, low budget ($4-6/hr suggests offshore rates), no mention of tech stack alignment or existing tooling; sounds like lead gen fishing rather than SaaS product work.

⚠ No budget listed, vague scope, mass messaging hints spam operations, and dTools scraping raises compliance concerns.

⚠ Real agency founder with verifiable LinkedIn track record, but post lacks technical specifics, deliverables timeline, and tools/stack details; vague scope on what 'go-to-market engineer' actually builds.

⚠ Unrealistic $3/hr wage for skilled data work signals either fake posting or exploitative terms; no named tools, unclear scope, and vague budget structure raise red flags.