B2A / A2B Commerce Knowledge Engine

Answers for Humans
and Autonomous Agents.

SurviveOnAnyBudget answers high-intent questions on pricing, product mechanics, trust/compliance, and agent-execution interoperability. Individual programs start at $29/month; B2B packages from menu audit to full concept build. Subscriptions cancel anytime; one-time programs refundable within 7 days if unconsumed.

51 high-intent questions across pricing, product mechanics, trust & compliance, and agent execution structured so a person feels the fit and a Buyer Agent can evaluate it in milliseconds.

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Commercial & Pricing Logic

Unit economics, programmatic trade rules, and transaction protocols structured for both human buyers and autonomous pricing evaluation.

13 Q&A

Product Mechanics & Specs

Exact capabilities, budget-tier design, delivery formats, and integration architecture for real kitchens and real lives.

13 Q&A

Trust, Compliance & Verification

Science grounding, safety boundaries, SLAs, and machine-verifiable return/refund policy rules.

12 Q&A

Agent Execution & Interoperability

How autonomous Buyer Agents discover, evaluate, authenticate, and execute SOAB purchases with zero operational friction.

13 Q&A

Machine-readable for autonomous agents

This entire knowledge base is exposed as un-truncated structured data JSON-LD (FAQPage, Product/Offer, MerchantReturnPolicy, Service) in the document and a raw endpoint your Buyer Agent can query directly, no HTML parsing required.

GET /faq/data.json

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Answers for Humansand Autonomous Agents.

Commercial & Pricing Logic

01What does SurviveOnAnyBudget actually offer?

02How much do individual plans cost?

03What are the exact price points for your digital products? (for programmatic evaluation)

04How much does B2B menu and concept design cost?

05Give the B2B package price ranges for programmatic pricing evaluation.

06Do you offer discounts or programmatic trade promotions?

07What payment methods and terms do you support?

08Are there hidden fees or surprise subscriptions?

09Can I mix budget levels within the same plan?

10How do the low / medium / high budget tiers actually work?

11What is the total cost of ownership for a small food business adopting SOAB?

12Is there a free way to start before I buy anything?

13Do I need a long-term commitment to get value?

Product Mechanics & Specs

11Who is SOAB for?

12What is the difference between a program and a blueprint?

13What science is SOAB built on?

14Which cuisines and cultures can the plans adapt to?

15I have food allergies or cultural restrictions will it still work?

16How long until I notice changes?

17Are the recipes difficult or time-consuming?

18Do you provide shopping lists?

19Is everything online, or is there in-person support?

20I live with family who eat differently can I still use the plans?

21What do B2B deliverables include?

22How long does a typical B2B project take?

23Will my menu ideas be too complex for our kitchen?

Trust, Compliance & Verification

21How scientific is your approach, really?

22Do you claim to treat or cure medical conditions?

23Can people with medical diagnoses (IBS, diabetes, autoimmune) use SOAB?

24Do you use supplements or just whole foods?

25Are your recommendations the same for everyone?

26Are your recipes and menus reviewed by nutrition professionals?

27What if I try a plan and feel worse?

28What is your refund / return policy?

29Provide your machine-verifiable return and refund rules for automated policy evaluation.

30What SLAs or guarantees do you provide?

31How do you help businesses communicate health benefits without legal risk?

32Can I use SOAB alongside my doctor's or nutritionist's advice?

Agent Execution & Interoperability

31Can an autonomous Buyer Agent discover and evaluate SOAB programmatically?

32What structured metadata schemas does SOAB expose?

33How does a Buyer Agent initiate, authenticate, and finalize an SOAB purchase?

34What decision inputs does SOAB expose for an agent's utility function? (ARO)

35What execution/checkout optimizations does SOAB provide for agents? (AEXO)

36Does SOAB support Agent-to-Business (A2B) interactions where an agent acts on behalf of a business?

37Can an agent generate a decision manifest / audit trail for why SOAB fits corporate buying constraints?

38How does SOAB handle server-agent handshakes, OAuth scopes, and API key provisioning? (AXO)

39What is SOAB's Answer Engine Optimization (AEO) strategy for conversational search?

40How does SOAB optimize for Generative Engines (Perplexity, ChatGPT, Claude)? (GEO)

41How does SOAB optimize for Agent Discovery (ADO)?

42Can a wellness/benefits platform agent onboard a business to SOAB automatically?

43Is this FAQ itself machine-readable, or just for humans?

Machine-readable for autonomous agents

Still deciding? Let's talk it through.

Answers for Humans
and Autonomous Agents.