agent · web ai agents
Harpa AI vs Resume Squad
55 fields both were evaluated on, 39 of them different — including where one discloses something the other does not. Every value links to the document it came from. 16 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Harpa AI | Resume Squad |
|---|---|---|
| Explainability· | no public information harpa.ai · checked Aug 2, 2026 | “The Red Team automatically triggers a re-write cycle. It returns a rejection report with specific clichés flagged, then the Content Writer revises accordingly.”www.resumesquad.cc · checked Aug 1, 2026 |
| Compliance certifications· | no public information www.resumesquad.cc · checked Aug 1, 2026 | |
| Regulatory alignment· | no public information www.resumesquad.cc · checked Aug 1, 2026 | |
| Outcome-based pricing· | no public information harpa.ai · checked Aug 2, 2026 | “100% Satisfaction Guarantee: If your resume scores below 88 ATS, we refund your credit. No questions asked.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Settlement mechanism· | no public information harpa.ai · checked Aug 2, 2026 | “100% Satisfaction Guarantee: If your resume scores below 88 ATS, we refund your credit. No questions asked.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Dispute process· | no public information harpa.ai · checked Aug 2, 2026 | “100% Satisfaction Guarantee: If your resume scores below 88 ATS, we refund your credit. No questions asked.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| SLA terms· | no public information harpa.ai · checked Aug 2, 2026 | “88+ ATS score guaranteed”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Evaluation coverage· | no public information harpa.ai · checked Aug 2, 2026 | “Telemetry Data +44 Point Avg Increase ATS Score Optimization During internal beta testing, baseline resumes averaging a 47 ATS score were optimized to an average of 91 after a single pipeline execution.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Agency
| Field | Harpa AI | Resume Squad |
|---|---|---|
| Autonomy level· | no public information harpa.ai · checked Aug 2, 2026 | autonomous “ResumeSquadᴬᴵ is a 20 -agent autonomous AI system”www.resumesquad.cc · checked Aug 1, 2026 |
| Human oversight· | no public information harpa.ai · checked Aug 2, 2026 | “You review the Before/After diff. You download the PDF, copy the cover letter, and apply directly — using your own browser, your own IP, zero bot risk.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Goal complexity· | no public information harpa.ai · checked Aug 2, 2026 | “One Deployment. Four Career Weapons. Every execution produces four distinct, job-specific deliverables — not templates, not boilerplate.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Action space· | read, understand and act upon web page content. It can navigate, click and extract data from web pages, run it through Large Language Models, paste back to websites or trigger IFTTT chains such as Zapier and Integromat. “HARPA can read, understand and act upon web page content. It can navigate, click and extract data from web pages, run it through Large Language Models, paste back to websites or trigger IFTTT chains such as Zapier and Integromat.”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
| Operating environment· | browser extension, powered by hybrid AI-engine that combines ChatGPT, Gemini, ClaudeAI, Perplexity, DeepSeek with Web Automation. “HARPA AI is a browser extension, powered by hybrid AI-engine that combines ChatGPT, Gemini, ClaudeAI, Perplexity, DeepSeek with Web Automation.”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
| Initiative· | no public information harpa.ai · checked Aug 2, 2026 | “The workforce finds and scores the jobs. AI tailors your resume for each one.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Safety
| Field | Harpa AI | Resume Squad |
|---|---|---|
| Safety evaluations· | no public information harpa.ai · checked Aug 2, 2026 | “Red Team Validation The adversarial Red Team agent successfully blocked 100% of injected AI clichés and placeholder metrics, forcing the Writer Agent to reroute and correct the draft.”www.resumesquad.cc · checked Aug 1, 2026 |
| Red teaming· | no public information harpa.ai · checked Aug 2, 2026 | “A Red Team agent then attacks every draft, rejecting hallucinated metrics and AI clichés before anything reaches you.”www.resumesquad.cc · checked Aug 1, 2026 |
| Safety policy· | no public information harpa.ai · checked Aug 2, 2026 | “Zero Hallucination Policy If the AI can't verify a metric, it leaves an amber placeholder for you to fill manually.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Usage restrictions· | no public information harpa.ai · checked Aug 2, 2026 | |
| Incident reporting· | no public information harpa.ai · checked Aug 2, 2026 | “100% Satisfaction Guarantee: If your resume scores below 88 ATS, we refund your credit. No questions asked.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Data handling· | “does not store your data, and is trusted by 500.000+ professionals and teams of all sizes, with an average review score of 4.7”harpa.ai · checked Aug 2, 2026 | “Your data stays private with per-user isolation.”www.resumesquad.cc · checked Aug 1, 2026 |
Practicality
| Field | Harpa AI | Resume Squad |
|---|---|---|
| Pricing model· | “Basic S plan starts with $12 per month paid annually”harpa.ai · checked Aug 2, 2026 | “Acquire raw compute for your AI employees. Credits are permanent execution units — not a monthly lease.”www.resumesquad.cc · checked Aug 1, 2026 |
| Price point· | “Basic S plan starts with $12 per month paid annually”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
| Availability· | “HARPA has a basic free tier and a demo period for it's premium features.”harpa.ai · checked Aug 2, 2026 | “Closed Beta Telemetry System Outcomes, Not Promises.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Deployment options· | no public information www.resumesquad.cc · checked Aug 1, 2026 | |
| Integrations· | no public information harpa.ai · checked Aug 2, 2026 | “Job Discovery Scout Scans Greenhouse (Stripe, Airbnb, Figma) and Lever (Netflix, Shopify)”www.resumesquad.cc · checked Aug 1, 2026 |
| Supported regions· | “Regional Formatting Adapts to regional resume norms: US (1-page preference, no photo), UK (2-page CV acceptable), EU (Europass compatible), AUS (contact details format).”www.resumesquad.cc · checked Aug 1, 2026 |
Foundation models
| Field | Harpa AI | Resume Squad |
|---|---|---|
| Base models· | “HARPA supports local models like Meta Llama, does not log your conversations and actions, is GDPR compliant, and can be paired with any LLM model of your choice. HARPA has a hybrid Browser Automation/AI engine and is compatible with OpenAI GPT, Anthropic Claude, Google Gemini, DeepSeek, Perplexity and Meta Llama.”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
| Model provider· | OpenAI GPT, Anthropic Claude, Google Gemini, DeepSeek, Perplexity and Meta Llama. “HARPA has a hybrid Browser Automation/AI engine and is compatible with OpenAI GPT, Anthropic Claude, Google Gemini, DeepSeek, Perplexity and Meta Llama.”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
| Model swappable· | no public information www.resumesquad.cc · checked Aug 1, 2026 | |
| Open weights· | no public information www.resumesquad.cc · checked Aug 1, 2026 | |
| Context window· | 8192 tokens on ChatGPT 3.5. “Large Language Models have a limited token window, e.g. 8192 tokens on ChatGPT 3.5.”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
Ecosystem
| Field | Harpa AI | Resume Squad |
|---|---|---|
| Tool use· | “It can navigate, click and extract data from web pages, run it through Large Language Models, paste back to websites or trigger IFTTT chains such as Zapier and Integromat.”harpa.ai · checked Aug 2, 2026 | “The Parser Reads your resume and target JD. Extracts the top 14 hard requirements, preferred skills, and compensation signals. Every agent works from this output.”www.resumesquad.cc · checked Aug 1, 2026 |
| Multi-agent· | no public information harpa.ai · checked Aug 2, 2026 | “ResumeSquadᴬᴵ is a 20 -agent autonomous AI system”www.resumesquad.cc · checked Aug 1, 2026 |
| API access· | “Credits never expire ✓ API cost ✗”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Marketplace presence· | official Chrome Web Store. “We recommend installing HARPA from the official Chrome Web Store.”harpa.ai · checked Aug 2, 2026 | no public information www.resumesquad.cc · checked Aug 1, 2026 |
Impact
| Field | Harpa AI | Resume Squad |
|---|---|---|
| User base· | “Telemetry Data +44 Point Avg Increase ATS Score Optimization During internal beta testing, baseline resumes averaging a 47 ATS score were optimized to an average of 91 after a single pipeline execution.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Deployment scale· | “HARPA has a basic free tier and a demo period for it's premium features.”harpa.ai · checked Aug 2, 2026 | “Closed Beta Telemetry System Outcomes, Not Promises.”www.resumesquad.cc · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Target sectors· | no public information harpa.ai · checked Aug 2, 2026 | “Skills grounded in O*NET v2 occupational taxonomy · SOC-code-mapped importance weights · Hot Technology flags · Zero probabilistic guessing”www.resumesquad.cc · checked Aug 1, 2026 |
| High-risk domains· | no public information www.resumesquad.cc · checked Aug 1, 2026 |
Disclosed by neither
Both Harpa AI and Resume Squad publish nothing on these 16 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 16 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Support model
- Fine-tuning
- Protocols supported
- Open source
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Runtime governance
- Permission scopes
Questions
- How do Harpa AI and Resume Squad compare on autonomy level?
- Harpa AI: no public information disclosed. Resume Squad: autonomous.
- How do Harpa AI and Resume Squad compare on action space?
- Harpa AI: read, understand and act upon web page content. It can navigate, click and extract data from web pages, run it through Large Language Models, paste back to websites or trigger IFTTT chains such as Zapier and Integromat.. Resume Squad: no public information disclosed.
- How do Harpa AI and Resume Squad compare on operating environment?
- Harpa AI: browser extension, powered by hybrid AI-engine that combines ChatGPT, Gemini, ClaudeAI, Perplexity, DeepSeek with Web Automation.. Resume Squad: no public information disclosed.
- How do Harpa AI and Resume Squad compare on deployment options?
- Harpa AI: browser extension. Resume Squad: no public information disclosed.
- How do Harpa AI and Resume Squad compare on model provider?
- Harpa AI: OpenAI GPT, Anthropic Claude, Google Gemini, DeepSeek, Perplexity and Meta Llama.. Resume Squad: no public information disclosed.
- How do Harpa AI and Resume Squad compare on context window?
- Harpa AI: 8192 tokens on ChatGPT 3.5.. Resume Squad: no public information disclosed.