Lead Gen / Data is your top demand signal

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

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

⚠ 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.

⚠ 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.

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

⚠ Vague scope, extremely low budget ($10-40) for 100k records, no timeline or quality metrics specified.

⚠ 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.

⚠ Extremely low budget ($100 for detailed multi-step research across many locations), vague location count, and tiered payment structure suggests possible batch fishing or test for cheaper labor.

⚠ Realistic budget and clear deliverable, but vague on scale, legality concerns, and no mention of downstream use or existing infrastructure.

⚠ Unrealistic $15 budget for 200 qualified leads with multi-platform research; classic fishing post with NDAs and recurring promises.

⚠ $50 budget for extensive manual research (LinkedIn scraping, newsletter signup, multi-post extraction) is unrealistic; appears to be fishing for lead gen tooling ideas rather than genuine hire.

⚠ Low budget ($4-6k for 200 profiles), vague scope, requests samples upfront before committing—classic fishing/test pattern.

⚠ Real budget and scope but requesting data scraping/outreach work outside our digital design niche; appears to be a legitimate hiring need but not a client for us.

⚠ Budget of $18-20 is unrealistically low for detailed research with verified contacts, personalization, and LinkedIn profiling across multiple dental segments.

⚠ Severely underbudgeted ($85 for 500 verified leads with email research is unrealistic), vague on methodology, and no mention of existing assets or timeline.

⚠ No budget listed, vague scope (X,000 records undefined), 'trial batch' structure, and unspecified data source raises scraping/legal concerns.

⚠ $50 budget for 500 manually-verified B2B records with multi-field validation is unrealistic; classic bait-and-switch 'phase one' framing.

⚠ Unrealistic $400 budget for multi-month full-stack SaaS build with complex features, scraping, AI integration, and scalable architecture.

⚠ Specific technical requirements and clear deliverables, but web scraping for competitor intelligence raises ethical/legal concerns outside our design service niche.

⚠ No budget listed, vague scope ("large database" undefined), manual lead verification is not digital design work, and request lacks specific deliverables or timeline.

⚠ Post is generic outreach with vague budget ($5-12/hr suggests data task), no specific campaign details, company info, or realistic scope for 'long-term' claim.

⚠ Extremely low budget ($3-15) for 100 search terms × 20 videos = 2000+ data extraction points; appears to be a scraping request rather than genuine design work.

⚠ $60 budget for weeks of deep source code auditing, competitive mapping, and yield analysis is unrealistic; vague scope, no named deliverables, and abrupt cut-off suggest low-quality or test posting.

⚠ Vague scope, minimal budget ($75 for unknown volume), no mention of data source size or legality, sounds like fishing for cheap labor on a task that could be trivial or massive.

⚠ Classic lead gen fishing post with unrealistic scope ($5-20 for 1000+ verified leads with personal mobiles), no real design work, and likely data scraping request.

⚠ Classic scraping solicitation violating LinkedIn ToS with unrealistic budget ($200 for 100k profiles), no legitimate business use case disclosed, and high legal/account-ban risk.

⚠ $20 budget for extensive research/verification work, vague PDF attachment (unverifiable), and screening language suggests likely fishing or unrealistic expectations.

⚠ Post requests illegal web scraping, bulk SMS spam, and contractor must fund all own tools/subscriptions for $500 budget—classic exploitation pattern.