This section is a representative comparison, not a promise that one tool is “best.” Price and product details were checked against official pages where available on September 14, 2026. Exact commercial rights depend on plan, jurisdiction, inputs, model, output, and client contract.
Current price and rights snapshot
These are practical buying signals, not a substitute for the plan page or a client contract. Credit allowances, model access, regional availability, and commercial terms change quickly.
| Tool | Point-in-time price signal | Commercial / privacy signal | Decision note |
|---|---|---|---|
| ChatGPT Business | Standard listed at $20/user/month billed annually or $25 monthly; Premium listed at $100 annually or $125 monthly; self-serve seats and API are separate | OpenAI says business inputs/outputs are not used for training by default; enterprise controls vary | Good generalist for briefs, research synthesis, image work, and structured review; preserve citations and keep sensitive inputs in the right workspace |
| Claude | Pro and team/enterprise tiers; regional and usage terms vary | Anthropic says commercial customers control data and commercial data is not used to train generative models | Strong long-form strategy and document work; do not confuse careful prose with verified facts |
| Midjourney | Basic $10/month, Standard $30, Pro $60, Mega $120; annual billing is discounted | Users own images/videos to the fullest extent possible under its terms; businesses above $1M gross revenue need Pro or Mega; public/remix defaults matter | Excellent visual exploration; weaker fit for confidential or tightly deterministic production unless the plan and workflow are controlled |
| Adobe Firefly | Current page lists Standard $9.99, Pro $19.99, Pro Plus $49.99, Premium $199.99/month, with credit allowances that differ by tier | Adobe positions its own Firefly models as trained on licensed/public-domain material and supports Content Credentials; partner models require separate review | Strong choice when Photoshop, Premiere, After Effects, brand assets, and review already live in Adobe |
| Runway | Free tier; Standard $15 monthly/$12 annual, Pro $35/$28, Max $95/$76; credit and model limits differ | Runway says users own and may use generated content commercially, subject to inputs, terms, and other rights | Strong video ideation and production workflow; budget credits and consistency tests before promising volume |
| Veo / Vertex AI | API pricing is model- and modality-dependent; a current example is per-second video billing, so model the shot list before committing | Commercial use, data handling, region, and access depend on Google product and contract | Useful for high-quality motion, native audio, and controlled references; treat model-page claims as vendor claims |
| Sora | No current production price: OpenAI’s page says the Sora product was no longer available as of April 26, 2026 | Historical terms and provenance controls should not be treated as current availability | Keep Sora in the history of AI advertising; do not build a 2026 dependency on it |
| ElevenLabs | Free; Starter $6, Creator $22, Pro $99, Scale $299, Business $990 listed at the current snapshot | Paid plans include commercial use; free output is non-commercial and attribution-based; voice-clone authorization remains separate | Useful for drafts and localization; log voice consent, language, territory, and usage scope |
| HeyGen | Credit-based plans; the product page and API page are the source of truth for current seats, minutes, and translation credits | Digital-twin and voice use depends on consent, plan, and agreement | Practical for multilingual spokesperson workflows, but stock-avatar and paid-ad restrictions must be checked per use |
| Synthesia licensing | Free/basic through enterprise; enterprise pricing is custom | Standard stock/synthetic avatars cannot be used in paid TV or paid social advertising; custom avatars require informed consent and agreement | A crucial “not automatically ad-ready” example; choose the avatar license before writing the media plan |
The biggest buying mistake is comparing generation price alone. A defensible total cost includes source-asset preparation, prompt or storyboard labor, cleanup, rights and consent, native review, legal, localization, version QA, storage, provenance, and the media experiment. A cheaper model can be more expensive if it creates more rejected work or weaker auditability.
Strategy, research, copy, and planning
| Tool / platform | Primary use | Best fit | Current snapshot | Rights / privacy watchout | Editorial view |
|---|---|---|---|---|---|
| ChatGPT Business / Enterprise | Research, writing, analysis, image, structured workflows | Agencies, marketing teams, founders | Business standard seat listed at $20/user/month annually or $25 monthly; Premium at $100 annual or $125 monthly; minimum two seats on self-serve Business | OpenAI says business inputs/outputs are not used for training by default; consumer settings differ; API billed separately | Strong generalist for briefs, synthesis, and reviewable workflows; keep source citations and structured outputs |
| Claude | Long-form analysis, writing, research, coding, document review | Strategy teams and editorial work | Claude Pro listed at $20/month US; Max tiers $100 and $200; commercial Team/Enterprise data is not used to train generative models per Anthropic | Commercial customer controls data as controller; Anthropic acts as processor for commercial products | Good for careful writing and long context; still requires source verification and policy review |
| Gemini / Google Workspace | Research, copy, documents, Sheets, video ecosystem | Google-native teams | Google AI Plus, Pro, and Ultra personal plans; Workspace AI is attached to Workspace plans/add-ons; regional features and prices vary | Google says Workspace protections apply and content is not used to train outside the domain without permission | Strong when campaign context already lives in Drive/Docs/Sheets; permissions need mapping |
| Jasper | Brand-governed marketing copy and campaign operations | Marketing teams with a brand system | Subscription pricing and feature access change; verify current plan and usage limits | Review data processing, model providers, and ownership terms | Useful when the content workflow is the product; not a substitute for strategy |
| Copy.ai | GTM and marketing workflow automation | Revenue and content teams | Subscription/usage model; verify current pricing and API terms | Scope data access, connectors, and generated claims | Good for repeatable workflows; avoid “autopilot” publishing without approval |
| HubSpot Breeze | CRM, content, service, and marketing assistance | SMB and mid-market teams using HubSpot | Included/plan-dependent plus credits and HubSpot subscription | CRM exposure and customer-data governance matter more than model name | Strong integration value if HubSpot is already the system of record |
| Salesforce Einstein / Agentforce | CRM actions, service, sales, marketing, and agents | Enterprise CRM teams | Contract, credits, and seats; public entry price varies by product | Data Cloud, permissions, prompt/output handling, and action scope require contract review | Powerful for governed workflow orchestration; expensive to configure well |
OpenAI’s current business privacy page says it does not use business data for training by default and offers retention, data residency, and admin controls. Anthropic makes a similar commercial-data distinction, explicitly separating consumer products from commercial controller/processor terms.1516 The lesson is to choose the plan and data boundary, not just the model brand.
Image, design, video, and editing
| Tool / platform | Primary use | Creative control | Commercial / privacy snapshot | Cost signal | Main weakness |
|---|---|---|---|---|---|
| Adobe Firefly + Photoshop / Premiere / After Effects | Image generation, editing, vector, video, audio, resizing, content supply chain | High inside Adobe workflows; supports references, style kits, editing, and brand controls | Adobe states Firefly models are trained on licensed/public-domain content, outputs are intended for commercial use, and Content Credentials are attached; partner models require separate review | Firefly Premium listed at US$199.99/month per license with 50,000 credits on the current page; lower plans exist | “Commercially safe” does not clear your inputs, claims, likenesses, or partner-model output |
| Midjourney | Image and video generation | Strong aesthetic exploration, weaker deterministic production control | Users own assets to the fullest extent possible under terms; companies over $1M revenue need Pro/Mega for commercial use; public work is viewable/remixable by default unless Stealth applies | Subscription tiers; check current pricing | Public-by-default workflow, reference similarity, and limited enterprise governance |
| Runway | Video, image, audio, editing, API generation | Strong creative iteration and multimodal workflow; API supports per-second billing | Runway says users retain ownership and commercial use rights in their generated content; third-party rights and inputs remain your responsibility | API credits cost $0.01 each; Gen-4 Turbo listed at 5 credits/sec; web plans include monthly credit allotments | Credits expire on many plans; model and quality tradeoffs can make costs unpredictable |
| Sora | Text/image-to-video | Historically strong demonstration of generative video | OpenAI’s current Sora page says the Sora product was no longer available as of April 26, 2026; do not assume access or build a current production dependency | Availability caveat is the important cost signal | Product discontinuity and evolving terms |
| Veo / Google Flow | Video, image-to-video, native audio, scene extension | Google describes reference images, camera controls, character consistency, and audio | Verify access, commercial terms, and region through Google AI/Cloud product terms; benchmark claims on the model page are vendor studies | Plan/API dependent; no single universal price | Model availability, policy, and output terms vary by surface |
| Kling / Pika / Luma | Generative video and image-to-video | Useful for exploration and short-form effects | Verify current plan, training/data, watermark, and commercial terms before client work | Subscription/credit models change quickly | Public benchmark quality is not the same as production reliability |
| Canva | Design, templates, brand kits, AI copy/image/video | Easy, fast, accessible; less granular than a specialist pipeline | Canva’s published Magic Studio terms require review and clear disclosure of AI output; output is used at user’s risk; current terms should be checked because the cited page is an archive | Free and paid plans; AI feature limits vary | Template gravity can flatten brand distinctiveness |
| DaVinci Resolve | Edit, color, audio, VFX with optional AI features | High human editorial and finishing control | Rights depend primarily on source assets and plug-ins; verify Studio feature set | One-time/plan pricing varies by version and region | AI is not a shortcut for an editorial point of view |
| Descript | Transcript-based editing, captions, voice, clips | High speed for talking-head and social workflows | Current Pro page lists $24/editor/month annual-equivalent or $30 monthly, 4K export, 30 transcription hours, and unlimited Overdub use | Subscription plus transcription/model limits | Less suited to complex visual finishing or high-end sound |
Adobe’s commercial-safety position is a vendor claim with useful documentation, not a universal warranty. Adobe explicitly says partner-model outputs need separate review and that users remain responsible for lawful use.17 Midjourney explicitly places ownership subject to third-party rights and requires large businesses to use Pro or Mega; its public/remix defaults matter for confidential campaign work.18 Runway’s own usage-rights page is comparatively clear about commercial use, but it also does not make third-party rights disappear.19
Voice, avatars, sound, and localization
| Tool / platform | Primary use | Best fit | Current rights / cost snapshot | Guardrail |
|---|---|---|---|---|
| ElevenLabs | TTS, voice cloning, dubbing, sound effects, music | Voiceover, localization, audio prototyping | Starter listed at $6/month and includes commercial license; Creator $22, Pro $99, with higher team tiers; free plan is non-commercial with attribution | Consent and scope for every cloned voice; paid plan rights do not authorize a person’s likeness |
| HeyGen | Avatars, digital twins, translation, lip-sync, interactive video | Multilingual spokesperson and internal/external video | Creator $29/month, Pro $49, Business $149 plus seats; free output is non-commercial; custom voice/likeness requires ownership or consent | Stock-avatar licenses may differ from custom avatars; paid advertising use must be checked in plan terms |
| Synthesia | Stock and custom avatars, translation, training/product video | Enterprise explainers, learning, controlled spokespeople | Synthesia says stock/synthetic avatar videos cannot be used in paid TV or paid social advertising under the standard license; custom avatars can be used under the person’s agreement with consent | Do not assume a stock avatar is an advertising endorser |
| Descript Overdub | Voice clone and transcript editing | Fast social/podcast/video editing | Included in plan; current Pro page lists unlimited Overdub | Use only a voice you own or have explicit permission to clone |
| Spotify AI ad creation | AI voice, tone, music versions for audio ads | Performance audio testing | Platform feature/case-study model; media and creative access depend on Spotify Ads | Verify talent, music, and platform disclosure requirements |
| Adobe / Premiere / Firefly audio | Cleanup, speech, sound effects, music, translation | Adobe-centered post and content supply chain | Credit and feature dependent; Firefly-specific commercial claims do not automatically cover partner models | Keep the original track, license, and model record |
ElevenLabs states paid plans include commercial rights for generated audio while the free plan is non-commercial and attribution-based; the commercial right still sits inside the service terms and does not replace voice consent.20 HeyGen’s current terms distinguish free-plan non-commercial output from paid plans and its product guidance says voice cloning begins with consent. Synthesia’s licensing page is an important counterexample: stock and synthetic avatars are restricted from paid advertising, while custom avatars require free, informed consent and a separate agreement.122122
Media platforms, personalization, and optimization
| Platform | What AI does for advertisers | Current evidence / feature | What to verify |
|---|---|---|---|
| Google Ads Performance Max / AI Max | Generates headlines, descriptions, images, videos, extensions, and optimizes delivery across Google inventory | Google says advertisers can review generated assets, generate bespoke images, and use automatic video if they do not upload one; Google also says AI-generated images carry SynthID/metadata | Eligibility, sensitive-category restrictions, generated-asset labels, landing-page expansion, and actual delivery |
| Meta Advantage+ | Automated audience, placement, creative enhancement, image/text generation, and delivery | Meta says “About this ad” includes AI info labels for ads created or significantly edited with its tools and is expanding transparency for third-party AI tools | Creative settings, labels, audience expansion, brand-safe placements, and incrementality |
| TikTok Symphony | Ideation, trend research, video generation, translation/dubbing, refresh, resizing, optimization | TikTok says Symphony tools are integrated with Ads Manager and Creative Center; some 2025 case figures are vendor-reported | Creative GenAI terms, labels, voice/likeness, content safety, and spend controls |
| Amazon Ads | Product-grounded lifestyle image generation and creative variation | Amazon says Image Generator uses product images/descriptions/reviews; Amazon reports increased submissions and GMS in its own case material | Product accuracy, rights to inputs, marketplace policy, and whether vendor lift generalizes |
| Spotify Ads Manager | AI-generated audio variations and testing | Spotify case study reports better traffic/cost for SHI International | Voice/music rights, audience split, and full test design |
Google explicitly states that generative asset creation can be optional and reviewable, but eligibility excludes some sensitive categories and the generated asset feature may be unavailable in some languages or regions.1 Meta describes labeling for its own generative creative and expanding transparency for third-party AI tools.23 TikTok’s Symphony materials describe ideation, translation, avatars, and optimization but also state that past performance does not guarantee future performance.2 Amazon’s image-generation result figures are Amazon-reported and should be labeled as such.4
Follow the evidence
This chapter comes from the September research notebook. Linked sources and qualifications remain attached to the claims.
Open all sources and footnotes →