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Agentic SEO & GEO from the command line

SV CLI

SV CLI is an open-source command-line client for agentic SEO and GEO workflows using the SV API (SEO VENDOR API). It is designed as a definition-driven resolver layer: humans can use friendly commands, slugs, aliases, and presets, while scripts and AI agents can use strict enum IDs and raw JSON calls.

The CLI discovers available tools from the API root and fetches each tool's definitions endpoint at runtime. Definitions are cached locally for speed, refreshed automatically after 24 hours by default, and can be refreshed or cleared manually.

Install

pip install sv-cli

For local development:

git clone https://github.com/seovendor/sv-cli.git
cd sv-cli
python -m venv .venv
source .venv/bin/activate
pip install -e '.[dev]'
sv --help

API key setup

An API key is required for API calls. Resolution order:

1. --api-key flag
2. SV_API_KEY environment variable
3. Stored profile config from sv auth set
4. Interactive prompt when allowed

SV_API_KEY is the current environment variable. SEOVENDOR_API_KEY is still accepted as a legacy fallback during migration.

Recommended setup:

sv auth set
sv auth status

CI setup:

export SV_API_KEY="your-key-here"
sv seogpt generate --type 18 --keyword "white label seo" --strict --format json --non-interactive

Avoid passing real keys with --api-key in shared shells because shell history may store the value. Debug output masks keys.

Brand migration notes

The package, repository, executable, Python package, and local state directory now use the SV brand:

• PyPI package: sv-cli
• Executable: sv
• Python package: sv_cli
• Default local state directory: ~/.sv
• Preferred environment variables: SV_API_KEY and SV_HOME

For migration safety, SEOVENDOR_API_KEY, SEOVENDOR_HOME, and an existing ~/.seovendor/config.json are still accepted as fallbacks. New saves are written to ~/.sv.

Dynamic definitions cache

sv definitions refresh
sv definitions list
sv definitions show seogpt
sv definitions clear

Cache location:

~/.sv/cache/definitions.json

The old ~/.seovendor/config.json file is read as a migration fallback when ~/.sv/config.json does not exist. New writes go to ~/.sv.

Default behavior:

• Use local cache when present.
• Refresh automatically if the cache is older than 24 hours.
• Use stale cache with a warning if refresh fails.
• Error clearly if no cache exists and definitions cannot be fetched.

Quick start

sv keywords research --keyword "white label seo"
sv seogpt generate --type 18 --keyword "white label seo" --url https://example.com
sv geo-audit create-task --url https://example.com --keyword "seo agency,white label seo" --wait
sv image generate --keyword "white label seo" --type blog-header-image
sv top-competitors analyze --keyword "white label seo"
sv marketplace-services search --search "seo audit" --price 500 --category SEO
sv content-quality analyze --keyword "white label seo" --url https://example.com

Presets (shorthand commands for common seogpt operations):

sv meta  --keyword "white label seo" --url https://example.com
sv title --keyword "white label seo" --url https://example.com

Note: sv keywords, sv audit, and sv image are group aliases, not standalone commands. They require an action: sv keywords research --keyword "...", sv audit create-task --url "...", sv image generate --keyword "...".

Supported tools

Friendly command	Aliases	API tool key
better-keywords	keywords	better-keywords
content-transformer	transform	content-transformer
core-analysis	core	core-analysis
geo-audit	geogpt-audit, audit	geogptaudit
insight-igniter	insights	insight-igniter
preliminary-audit	prelim-audit	preliminaryaudit
ranklens		ranklens
seo-image	image	seo-image
seogpt	seo-gpt	seogpt
seogpt2	seo-gpt2	seogpt2
seogpt-compare	compare	seogptcompare
seo-mapping	mapping	seogptmapping
topical-authority	topical	topical-authority
top-competitors	competitors	top-competitors
marketplace-services	marketplace, services	marketplace-services
content-quality	quality, hcu-quality, eeat-quality	content-quality

The canonical API tool keys are discovered from the live API root; local aliases are only a human-friendly layer. For newly released tools, the CLI can also use adapter-provided endpoint hints until the API root advertises those tools. Root-discovered metadata still takes precedence.

Enum resolution

For enum-heavy fields such as content type, content length, language, engine, image type, theme, background, color, and size, the CLI resolves values in this order:

1. Numeric ID exact match
2. Exact slug match
3. Exact canonical API value
4. Exact alias match
5. Exact label match
6. Normalized exact match
7. Prefix match
8. Contains match
9. Fuzzy match with safe thresholds

Examples that all resolve to Meta Description (id 18):

--type 18
--type meta-description
--type "Meta Description"
--type "meta desc"

--length/--contentlength (content length by ID, slug, or label — run sv TOOL lengths for valid values) resolves the same way:

sv seogpt generate --keyword "white label seo" --type 18 --length 300

Note: Fuzzy matching is enabled by default. Use --strict --no-fuzzy in scripts to require exact ID or slug and avoid unintended matches.

Agent-safe mode:

sv seogpt generate --type 18 --keyword "white label seo" --strict --no-fuzzy --non-interactive --format json

Options discovery

sv options list
sv options seogpt
sv options seogpt type --search meta
sv options seogpt contenttype --search meta
sv seogpt types --search meta
sv seogpt languages
sv seogpt engines
sv image themes --search wild
sv image types --search blog

Raw API calls

Raw calls use live definitions only to find the selected tool endpoint. The payload is otherwise passed through unchanged except that k is injected when no API-key field already exists.

sv --format json call seogpt --json '{"action":"generate","kw":"white label seo","type":18}'
sv --format json call seogpt --file payload.json
cat payload.json | sv --format json call seogpt --stdin

The per-tool raw sub-command works the same way:

sv --format json seogpt raw --json '{"action":"generate","kw":"white label seo","type":18}'

Note: --format must be placed before the tool name for both sv call and sv TOOL raw — it is a global flag owned by the root sv command, not by call or raw.

Async task handling

For tools that return task IDs:

sv geo-audit create-task --url https://example.com --keyword "seo agency,white label seo" --wait
sv task status TASK_ID --tool geo-audit
sv task result TASK_ID --tool geo-audit

seogpt2 is another async tool. Its required field is Topic (a title or subject), mapped via --topic (--title is an alias for the same field). --keyword/--kw is a separate, optional field for additional keywords — it does not set the topic:

sv seogpt2 create-task --topic "White Label SEO for Agencies" --type on-page-blog-article --wait

See available types with sv seogpt2 types, lengths with sv seogpt2 lengths, engines with sv seogpt2 engines.

Manual 3-step flow (without --wait):

sv geo-audit create-task --url https://example.com --keyword "seo agency,white label seo"
sv geo-audit get-task-status --task-id TASK_ID
sv geo-audit get-result --task-id TASK_ID

Note: --format is not available on sv task status or sv task result directly. Place it before task as a global flag:

sv --format json task status TASK_ID
sv --format json task result TASK_ID

If a task is created through the CLI, its tool mapping is stored in ~/.sv/tasks.json, so --tool is usually optional later.

Output formats

--format pretty     # default rich terminal output
--format json       # raw JSON (always works for any response)
--format table      # column table (list responses only)
--format csv        # CSV (list responses only)
--format markdown   # Markdown
--format text       # plain text (content/article responses)

Which format to use:

Response type	Recommended formats
List results (keywords, competitors, services)	table, csv
Content / articles / generated text	text, markdown
Audit / analysis / nested data	json, markdown
Async task ID responses	pretty (default)
Any response	json (always safe)

Placement: For tool commands (sv seogpt generate, sv keywords research, etc.), --format can go anywhere. For sv call, sv options, and sv task, --format must come before the subcommand:

sv seogpt generate --keyword "white label seo" --type 18 --format json   # works
sv --format json call seogpt --json '{"action":"generate","kw":"..."}'   # must be before call

Examples:

sv keywords research --keyword "white label seo" --format csv --output keywords.csv
sv geo-audit create-task --url https://example.com --keyword "seo agency,white label seo" --wait --format markdown --output audit.md

Profiles

sv profile create agency-a
sv --profile agency-a auth set
sv profile use agency-a
sv profile list
sv profile delete agency-a

Profile config is stored in ~/.sv/config.json, not in project folders.

Development

pip install -e '.[dev]'
pytest
ruff check .
python -m build

Live tests should be opt-in only:

SV_API_KEY=... RUN_LIVE_TESTS=1 pytest -m live

Security

Never commit API keys, .env, or ~/.sv/config.json. The repository .gitignore excludes common secret/config files. Report vulnerabilities using the process in SECURITY.md.