{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_helpfull","slug":"helpfull","name":"Helpfull","type":"product","url":"https://helpfull.com","page_url":"https://unfragile.ai/helpfull","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_helpfull__cap_0","uri":"capability://text.generation.language.ai.powered.creative.business.name.generation.with.semantic.diversity","name":"ai-powered creative business name generation with semantic diversity","description":"Generates candidate business names using a language model (likely GPT-3.5/4 or similar) with prompt engineering to produce creative, brandable alternatives. The system likely uses temperature/sampling parameters and constrained decoding to avoid repetitive outputs across multiple generation passes. Names are produced in batches (typically 50+) with semantic filtering to reduce linguistic overlap and improve perceived originality.","intents":["I need 50+ unique business name ideas faster than a naming agency can produce them","I want AI to brainstorm names that sound modern and tech-forward, not generic","I need names generated across multiple industries/niches without manual prompt tuning"],"best_for":["Indie hackers launching side projects who need names in hours, not weeks","SaaS founders in rapid MVP iteration cycles","Marketing teams running multiple product launches simultaneously"],"limitations":["AI-generated names often cluster around similar phonetic patterns (e.g., -ly, -io, -hub suffixes), reducing perceived differentiation","No semantic understanding of industry-specific naming conventions or cultural sensitivity","Temperature/sampling tuning may produce nonsensical or unpronounceable names at higher creativity settings","No built-in filtering for names that sound too similar to existing well-known brands"],"requires":["Active internet connection for API calls to LLM backend","User account with Helpfull (implies authentication/session management)","Optional: industry/niche context input to guide generation (specificity improves output quality)"],"input_types":["text (business description, industry, target audience, tone preferences)"],"output_types":["text (list of 50+ candidate business names, typically unstructured or CSV format)"],"categories":["text-generation-language","creative-ideation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_helpfull__cap_1","uri":"capability://tool.use.integration.real.time.domain.availability.checking.with.registrar.api.integration","name":"real-time domain availability checking with registrar api integration","description":"Validates domain availability by querying domain registrar APIs (likely GoDaddy, Namecheap, or WHOIS protocol) for each generated name in real-time or near-real-time. The system batches availability checks to reduce API call overhead and caches results to avoid redundant lookups. Returns availability status (available, taken, premium) and optionally pricing for premium domains.","intents":["I want to know immediately which generated names have available .com/.io/.co domains without leaving the tool","I need to filter the name list to only show domains I can actually register today","I want to see pricing for premium/taken domains so I can decide if acquisition is worth it"],"best_for":["Founders who want to lock in a domain immediately after naming","Teams evaluating multiple name options with domain availability as a hard constraint","Rapid prototyping scenarios where domain availability is a go/no-go decision"],"limitations":["WHOIS queries have rate limits (typically 1-5 queries per second per IP), causing latency for large batches","Availability status can be stale by 5-15 minutes due to caching or WHOIS propagation delays","Only checks standard TLDs (.com, .io, .co, .net); does not check country-specific or niche TLDs","No integration with trademark databases—a domain can be available but the name trademarked in your industry","Premium domain pricing data may be incomplete or outdated if not synced frequently with registrar"],"requires":["Active API credentials for at least one domain registrar (GoDaddy, Namecheap, or WHOIS access)","Network connectivity to registrar APIs","Caching layer (Redis or in-memory) to avoid rate limit exhaustion on repeated checks"],"input_types":["text (domain names to check, e.g., 'example.com', 'example.io')"],"output_types":["structured data (JSON with availability status, pricing, registrar, expiration date if applicable)"],"categories":["tool-use-integration","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_helpfull__cap_2","uri":"capability://text.generation.language.batch.name.generation.with.configurable.creativity.and.filtering.parameters","name":"batch name generation with configurable creativity and filtering parameters","description":"Allows users to control generation behavior through parameters like creativity level (temperature), name style (modern, classic, playful), industry focus, and target audience. The system uses these parameters to adjust LLM sampling behavior and apply post-generation filtering rules (e.g., exclude names longer than 3 syllables, exclude names with numbers). Generates names in configurable batch sizes (typically 10-100 per request).","intents":["I want to generate names with a specific tone (e.g., playful for a kids' app vs professional for B2B SaaS)","I need to exclude certain name patterns (e.g., no numbers, no hyphens) that don't fit my brand","I want to generate multiple batches with different parameters to explore different naming directions"],"best_for":["Teams exploring multiple naming directions (e.g., 'tech-forward' vs 'approachable')","Founders with specific naming constraints (e.g., must be under 2 syllables, must start with a vowel)","Iterative naming processes where users refine parameters based on previous batches"],"limitations":["Parameter tuning is not intuitive—users may need multiple iterations to find the right creativity/style balance","Filtering rules are applied post-generation, wasting LLM tokens on names that will be discarded","No A/B testing or ranking of names by predicted memorability, pronounceability, or brand fit","Industry focus may not work well for niche or emerging industries not well-represented in training data"],"requires":["User account with Helpfull","Understanding of parameter semantics (what 'creativity level 7/10' actually produces)"],"input_types":["text (business description, industry, target audience)","structured parameters (creativity: 1-10, style: enum, syllable_limit: int, exclude_patterns: list)"],"output_types":["text (list of generated names with metadata: style, syllable count, domain availability)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_helpfull__cap_3","uri":"capability://memory.knowledge.session.based.name.history.and.comparison.across.generation.batches","name":"session-based name history and comparison across generation batches","description":"Maintains a session-based history of all generated names and their metadata (generation parameters, domain availability, timestamp). Allows users to compare names across multiple batches, filter by availability status, and export results. Likely uses browser-side storage (localStorage/IndexedDB) for session persistence and backend storage for logged-in users.","intents":["I want to compare names from my last 3 generation attempts to pick the best ones","I need to export all available names as a CSV for my team to review","I want to see which names I've already checked so I don't duplicate work"],"best_for":["Teams collaborating on naming decisions who need to share and compare batches","Iterative naming processes where users generate multiple batches and refine","Users who want to audit their naming process and see what parameters produced the best results"],"limitations":["Session history is not persistent across devices unless user is logged in","No collaborative features (e.g., real-time sharing, commenting on names, voting)","Export format may be limited to CSV; no integration with design tools or brand management platforms","History may be cleared if user clears browser cache or logs out"],"requires":["User account with Helpfull (for persistent cross-device history)","Browser with localStorage/IndexedDB support (for session-level history)"],"input_types":["implicit (generated names and metadata from previous generations)"],"output_types":["structured data (JSON, CSV with name, availability, generation parameters, timestamp)"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_helpfull__cap_4","uri":"capability://tool.use.integration.multi.tld.domain.availability.checking.with.pricing.aggregation","name":"multi-tld domain availability checking with pricing aggregation","description":"Extends domain checking beyond .com to include popular alternative TLDs (.io, .co, .net, .app, .dev, etc.). For each name, queries availability and pricing across multiple TLDs simultaneously, aggregating results into a single view. Pricing data is fetched from registrar APIs and cached to reduce latency. Users can filter results by TLD or price range.","intents":["I want to see if my preferred name is available as .com, .io, and .co so I can pick the best option","I need to find the cheapest TLD option for a name I like","I want to see all available TLDs for a name so I can make an informed branding decision"],"best_for":["Tech startups that prefer .io or .dev over .com","Founders optimizing for domain cost (e.g., .co is often cheaper than .com)","Teams building global products that want to consider country-specific TLDs"],"limitations":["Only checks popular TLDs; does not check country-specific TLDs (.uk, .de, .jp) or niche TLDs (.xyz, .club)","Pricing varies by registrar; aggregated pricing may not reflect actual cost if user has registrar preferences","Some TLDs have registration restrictions (e.g., .edu requires educational institution); tool does not validate eligibility","Availability data for less common TLDs may be stale or incomplete"],"requires":["API access to multiple domain registrars or a domain aggregation service (e.g., Namecheap API, GoDaddy API)","Caching layer to avoid rate limits when checking 50+ names across 5+ TLDs"],"input_types":["text (domain names to check)"],"output_types":["structured data (JSON with availability and pricing for each TLD)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"low","permissions":["Active internet connection for API calls to LLM backend","User account with Helpfull (implies authentication/session management)","Optional: industry/niche context input to guide generation (specificity improves output quality)","Active API credentials for at least one domain registrar (GoDaddy, Namecheap, or WHOIS access)","Network connectivity to registrar APIs","Caching layer (Redis or in-memory) to avoid rate limit exhaustion on repeated checks","User account with Helpfull","Understanding of parameter semantics (what 'creativity level 7/10' actually produces)","User account with Helpfull (for persistent cross-device history)","Browser with localStorage/IndexedDB support (for session-level history)"],"failure_modes":["AI-generated names often cluster around similar phonetic patterns (e.g., -ly, -io, -hub suffixes), reducing perceived differentiation","No semantic understanding of industry-specific naming conventions or cultural sensitivity","Temperature/sampling tuning may produce nonsensical or unpronounceable names at higher creativity settings","No built-in filtering for names that sound too similar to existing well-known brands","WHOIS queries have rate limits (typically 1-5 queries per second per IP), causing latency for large batches","Availability status can be stale by 5-15 minutes due to caching or WHOIS propagation delays","Only checks standard TLDs (.com, .io, .co, .net); does not check country-specific or niche TLDs","No integration with trademark databases—a domain can be available but the name trademarked in your industry","Premium domain pricing data may be incomplete or outdated if not synced frequently with registrar","Parameter tuning is not intuitive—users may need multiple iterations to find the right creativity/style balance","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.893Z","last_scraped_at":"2026-04-05T13:23:42.552Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=helpfull","compare_url":"https://unfragile.ai/compare?artifact=helpfull"}},"signature":"W/+hSqklWlvjeznVS8gS2xqZBNzGRTryY0azoVoV97uJkmAWhhx7rx4ajvXSXbjiufmXtGekOUxg8/DWXfq3Dg==","signedAt":"2026-06-19T20:41:57.337Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/helpfull","artifact":"https://unfragile.ai/helpfull","verify":"https://unfragile.ai/api/v1/verify?slug=helpfull","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}